diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
new file mode 100644
index 00000000..73090700
--- /dev/null
+++ b/.github/workflows/docs.yml
@@ -0,0 +1,61 @@
+name: docs
+on: [push, pull_request]
+
+permissions:
+  contents: read
+  pages: write
+  id-token: write
+
+concurrency:
+  group: "pages"
+  cancel-in-progress: false
+
+
+jobs:
+  deploy:
+    environment:
+        name: documenation
+        url: ${{steps.deployement.outputs.page_url}}
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - name: Configure Git Credentials
+        run: |
+          git config user.name github-actions[bot]
+          git config user.email 41898282+github-actions[bot]@users.noreply.github.com
+      - uses: actions/setup-python@v5
+        with:
+          python-version: 3.x
+      - run: echo "cache_id=$(date --utc '+%V')" >> $GITHUB_ENV
+      - uses: actions/cache@v4
+        with:
+          key: mkdocs-material-${{ env.cache_id }}
+          path: .cache
+          restore-keys: |
+            mkdocs-material-
+
+      - name: Install the latest version of uv
+        uses: astral-sh/setup-uv@v3
+        with:
+          version: "latest"
+          enable-cache: true
+          cache-dependency-glob: "**/pyproject.toml"
+
+      - name: Check if cache used
+        if: steps.setup-uv.outputs.cache-hit == 'true'
+        run: echo "Cache was restored"
+
+      - run: uv sync --only-group docs
+
+      - run: uv run mkdocs build --config-file config/mkdocs.yml
+
+    #   - run: uv run mkdocs gh-deploy --force --config-file config/mkdocs.yml
+
+      - name: Upload artifact
+        uses: actions/upload-pages-artifact@v3
+        with:
+            # Upload entire repository
+            path: 'site/'
+      - name: Deploy to GitHub Pages
+        id: deployment
+        uses: actions/deploy-pages@v4
diff --git a/.github/workflows/release_drafter.yml b/.github/workflows/release_drafter.yml
new file mode 100644
index 00000000..93ad4284
--- /dev/null
+++ b/.github/workflows/release_drafter.yml
@@ -0,0 +1,42 @@
+name: Release Drafter
+
+on:
+  push:
+    # branches to consider in the event; optional, defaults to all
+    branches:
+      - main
+      - dev
+  # pull_request event is required only for autolabeler
+  pull_request:
+    # Only following types are handled by the action, but one can default to all as well
+    types: [opened, reopened, synchronize]
+  # pull_request_target event is required for autolabeler to support PRs from forks
+  # pull_request_target:
+  #   types: [opened, reopened, synchronize]
+
+permissions:
+  contents: read
+
+jobs:
+  update_release_draft:
+    permissions:
+      # write permission is required to create a github release
+      contents: write
+      # write permission is required for autolabeler
+      # otherwise, read permission is required at least
+      pull-requests: write
+    runs-on: ubuntu-latest
+    steps:
+      # (Optional) GitHub Enterprise requires GHE_HOST variable set
+      #- name: Set GHE_HOST
+      #  run: |
+      #    echo "GHE_HOST=${GITHUB_SERVER_URL##https:\/\/}" >> $GITHUB_ENV
+
+      # Drafts your next Release notes as Pull Requests are merged into "master"
+      - uses: release-drafter/release-drafter@v6
+        # (Optional) specify config name to use, relative to .github/. Default: release-drafter.yml
+        # with:
+        config-name: release_draft.yml
+        #   disable-autolabeler: true
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
diff --git a/.gitignore b/.gitignore
index 49ea5f3f..f974c59d 100644
--- a/.gitignore
+++ b/.gitignore
@@ -141,7 +141,6 @@ __MACOSX
 # Extra directories/files
 /**data*/
 
-!tests/*/*
 agml/_helios
 agml/helios_config.sh
 agml/train
diff --git a/CODE_OF_CONDUCT.md b/CODE_OF_CONDUCT.md
new file mode 100644
index 00000000..ecceba16
--- /dev/null
+++ b/CODE_OF_CONDUCT.md
@@ -0,0 +1,74 @@
+# Contributor Covenant Code of Conduct
+
+## Our Pledge
+
+In the interest of fostering an open and welcoming environment, we as
+contributors and maintainers pledge to making participation in our project and
+our community a harassment-free experience for everyone, regardless of age, body
+size, disability, ethnicity, gender identity and expression, level of experience,
+nationality, personal appearance, race, religion, or sexual identity and
+orientation.
+
+## Our Standards
+
+Examples of behavior that contributes to creating a positive environment
+include:
+
+* Using welcoming and inclusive language
+* Being respectful of differing viewpoints and experiences
+* Gracefully accepting constructive criticism
+* Focusing on what is best for the community
+* Showing empathy towards other community members
+
+Examples of unacceptable behavior by participants include:
+
+* The use of sexualized language or imagery and unwelcome sexual attention or
+advances
+* Trolling, insulting/derogatory comments, and personal or political attacks
+* Public or private harassment
+* Publishing others' private information, such as a physical or electronic
+  address, without explicit permission
+* Other conduct which could reasonably be considered inappropriate in a
+  professional setting
+
+## Our Responsibilities
+
+Project maintainers are responsible for clarifying the standards of acceptable
+behavior and are expected to take appropriate and fair corrective action in
+response to any instances of unacceptable behavior.
+
+Project maintainers have the right and responsibility to remove, edit, or
+reject comments, commits, code, wiki edits, issues, and other contributions
+that are not aligned to this Code of Conduct, or to ban temporarily or
+permanently any contributor for other behaviors that they deem inappropriate,
+threatening, offensive, or harmful.
+
+## Scope
+
+This Code of Conduct applies both within project spaces and in public spaces
+when an individual is representing the project or its community. Examples of
+representing a project or community include using an official project e-mail
+address, posting via an official social media account, or acting as an appointed
+representative at an online or offline event. Representation of a project may be
+further defined and clarified by project maintainers.
+
+## Enforcement
+
+Instances of abusive, harassing, or otherwise unacceptable behavior may be
+reported by contacting the project team at <>. All
+complaints will be reviewed and investigated and will result in a response that
+is deemed necessary and appropriate to the circumstances. The project team is
+obligated to maintain confidentiality with regard to the reporter of an incident.
+Further details of specific enforcement policies may be posted separately.
+
+Project maintainers who do not follow or enforce the Code of Conduct in good
+faith may face temporary or permanent repercussions as determined by other
+members of the project's leadership.
+
+## Attribution
+
+This Code of Conduct is adapted from the [Contributor Covenant][homepage], version 1.4,
+available at [http://contributor-covenant.org/version/1/4][version]
+
+[homepage]: http://contributor-covenant.org
+[version]: http://contributor-covenant.org/version/1/4/
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 3400045c..3b2be648 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -189,7 +189,12 @@ We will then review the changes and review next steps for adding the dataset int
 
 
 ### Installing uv
+<<<<<<< HEAD
+
+Install uv follow the guidelines in  https://docs.astral.sh/uv/getting-started/installation/, it is recommended to use the standalone installation.
+=======
 Dependencies and admin actions are done using `uv`. To Install uv follow the guidelines in  https://docs.astral.sh/uv/getting-started/installation/, it is recommended to use the standalone installation.
+>>>>>>> dev
 
 
 ### Building Project
diff --git a/README.md b/README.md
index f2928ac2..946b079f 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,5 @@
 <p align="center">
-<img src="/figures/agml-logo.png" alt="agml framework" width="400" height="400">
+<img src="assets/agml-logo.png" alt="agml framework" width="400" height="400">
 </p>
 
 ----
@@ -12,10 +12,10 @@ We're looking to hire a postdoc with both Python library development and ML expe
 
 ## Overview
 AgML is a comprehensive library for agricultural machine learning. Currently, AgML provides
-access to a wealth of public agricultural datasets for common agricultural deep learning tasks. In the future, AgML will provide ag-specific ML functionality related to data, training, and evaluation. Here's a conceptual diagram of the overall framework. 
+access to a wealth of public agricultural datasets for common agricultural deep learning tasks. In the future, AgML will provide ag-specific ML functionality related to data, training, and evaluation. Here's a conceptual diagram of the overall framework.
 
 <p align="center">
-<img src="/figures/agml-framework.png" alt="agml framework" width="350" height="291">
+<img src="assets/agml-framework.png" alt="agml framework" width="350" height="291">
 </p>
 
 AgML supports both the [TensorFlow](https://www.tensorflow.org/) and [PyTorch](https://pytorch.org/) machine learning frameworks.
@@ -45,7 +45,7 @@ loader = agml.data.AgMLDataLoader('apple_flower_segmentation')
 ```
 
 You can then use the in-built processing methods to get the loader ready for your training and evaluation pipelines. This includes, but
-is not limited to, batching data, shuffling data, splitting data into training, validation, and test sets, and applying transforms. 
+is not limited to, batching data, shuffling data, splitting data into training, validation, and test sets, and applying transforms.
 
 ```python
 import albumentations as A
@@ -125,35 +125,35 @@ model.run_training(loader)
 
 | Dataset | Task | Number of Images |
 | :--- | ---: |-----------------:|
-[bean_disease_uganda](https://github.com/Project-AgML/AgML/blob/dev/docs/datasets/bean_disease_uganda.md) | Image Classification |             1295 | 
-[carrot_weeds_germany](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/carrot_weeds_germany.md) | Semantic Segmentation |               60 | 
-[plant_seedlings_aarhus](https://github.com/Project-AgML/AgML/blob/dev/docs/datasets/plant_seedlings_aarhus.md) | Image Classification |             5539 | 
-[soybean_weed_uav_brazil](https://github.com/Project-AgML/AgML/blob/dev/docs/datasets/soybean_weed_uav_brazil.md) | Image Classification |            15336 | 
-[sugarcane_damage_usa](https://github.com/Project-AgML/AgML/blob/dev/docs/datasets/sugarcane_damage_usa.md) | Image Classification |              153 | 
-[crop_weeds_greece](https://github.com/Project-AgML/AgML/blob/dev/docs/datasets/crop_weeds_greece.md) | Image Classification |              508 | 
-[sugarbeet_weed_segmentation](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/sugarbeet_weed_segmentation.md) | Semantic Segmentation |             1931 | 
-[rangeland_weeds_australia](https://github.com/Project-AgML/AgML/blob/dev/docs/datasets/rangeland_weeds_australia.md) | Image Classification |            17509 | 
-[fruit_detection_worldwide](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/fruit_detection_worldwide.md) | Object Detection |              565 | 
-[leaf_counting_denmark](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/leaf_counting_denmark.md) | Image Classification |             9372 | 
-[apple_detection_usa](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/apple_detection_usa.md) | Object Detection |             2290 | 
-[mango_detection_australia](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/mango_detection_australia.md) | Object Detection |             1730 | 
-[apple_flower_segmentation](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/apple_flower_segmentation.md) | Semantic Segmentation |              148 | 
-[apple_segmentation_minnesota](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/apple_segmentation_minnesota.md) | Semantic Segmentation |              670 | 
-[rice_seedling_segmentation](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/rice_seedling_segmentation.md) | Semantic Segmentation |              224 | 
-[plant_village_classification](https://github.com/Project-AgML/AgML/blob/dev/docs/datasets/plant_village_classification.md) | Image Classification |            55448 | 
-[autonomous_greenhouse_regression](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/autonomous_greenhouse_regression.md) | Image Regression |              389 | 
-[grape_detection_syntheticday](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/grape_detection_syntheticday.md) | Object Detection |              448 | 
-[grape_detection_californiaday](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/grape_detection_californiaday.md) | Object Detection |              126 | 
-[grape_detection_californianight](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/grape_detection_californianight.md) | Object Detection |              150 | 
-[guava_disease_pakistan](https://github.com/Project-AgML/AgML/blob/dev/docs/datasets/guava_disease_pakistan.md) | Image Classification |              306 | 
-[apple_detection_spain](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/apple_detection_spain.md) | Object Detection |              967 | 
-[apple_detection_drone_brazil](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/apple_detection_drone_brazil.md) | Object Detection |              689 | 
-[plant_doc_classification](https://github.com/Project-AgML/AgML/blob/dev/docs/datasets/plant_doc_classification.md) | Image Classification |             2598 | 
-[plant_doc_detection](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/plant_doc_detection.md) | Object Detection |             2346 | 
-[wheat_head_counting](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/wheat_head_counting.md) | Object Detection |             6512 | 
-[peachpear_flower_segmentation](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/peachpear_flower_segmentation.md) | Semantic Segmentation |               42 | 
-[red_grapes_and_leaves_segmentation](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/red_grapes_and_leaves_segmentation.md) | Semantic Segmentation |              258 | 
-[white_grapes_and_leaves_segmentation](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/white_grapes_and_leaves_segmentation.md) | Semantic Segmentation |              273 | 
+[bean_disease_uganda](https://github.com/Project-AgML/AgML/blob/dev/docs/datasets/bean_disease_uganda.md) | Image Classification |             1295 |
+[carrot_weeds_germany](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/carrot_weeds_germany.md) | Semantic Segmentation |               60 |
+[plant_seedlings_aarhus](https://github.com/Project-AgML/AgML/blob/dev/docs/datasets/plant_seedlings_aarhus.md) | Image Classification |             5539 |
+[soybean_weed_uav_brazil](https://github.com/Project-AgML/AgML/blob/dev/docs/datasets/soybean_weed_uav_brazil.md) | Image Classification |            15336 |
+[sugarcane_damage_usa](https://github.com/Project-AgML/AgML/blob/dev/docs/datasets/sugarcane_damage_usa.md) | Image Classification |              153 |
+[crop_weeds_greece](https://github.com/Project-AgML/AgML/blob/dev/docs/datasets/crop_weeds_greece.md) | Image Classification |              508 |
+[sugarbeet_weed_segmentation](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/sugarbeet_weed_segmentation.md) | Semantic Segmentation |             1931 |
+[rangeland_weeds_australia](https://github.com/Project-AgML/AgML/blob/dev/docs/datasets/rangeland_weeds_australia.md) | Image Classification |            17509 |
+[fruit_detection_worldwide](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/fruit_detection_worldwide.md) | Object Detection |              565 |
+[leaf_counting_denmark](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/leaf_counting_denmark.md) | Image Classification |             9372 |
+[apple_detection_usa](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/apple_detection_usa.md) | Object Detection |             2290 |
+[mango_detection_australia](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/mango_detection_australia.md) | Object Detection |             1730 |
+[apple_flower_segmentation](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/apple_flower_segmentation.md) | Semantic Segmentation |              148 |
+[apple_segmentation_minnesota](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/apple_segmentation_minnesota.md) | Semantic Segmentation |              670 |
+[rice_seedling_segmentation](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/rice_seedling_segmentation.md) | Semantic Segmentation |              224 |
+[plant_village_classification](https://github.com/Project-AgML/AgML/blob/dev/docs/datasets/plant_village_classification.md) | Image Classification |            55448 |
+[autonomous_greenhouse_regression](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/autonomous_greenhouse_regression.md) | Image Regression |              389 |
+[grape_detection_syntheticday](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/grape_detection_syntheticday.md) | Object Detection |              448 |
+[grape_detection_californiaday](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/grape_detection_californiaday.md) | Object Detection |              126 |
+[grape_detection_californianight](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/grape_detection_californianight.md) | Object Detection |              150 |
+[guava_disease_pakistan](https://github.com/Project-AgML/AgML/blob/dev/docs/datasets/guava_disease_pakistan.md) | Image Classification |              306 |
+[apple_detection_spain](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/apple_detection_spain.md) | Object Detection |              967 |
+[apple_detection_drone_brazil](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/apple_detection_drone_brazil.md) | Object Detection |              689 |
+[plant_doc_classification](https://github.com/Project-AgML/AgML/blob/dev/docs/datasets/plant_doc_classification.md) | Image Classification |             2598 |
+[plant_doc_detection](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/plant_doc_detection.md) | Object Detection |             2346 |
+[wheat_head_counting](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/wheat_head_counting.md) | Object Detection |             6512 |
+[peachpear_flower_segmentation](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/peachpear_flower_segmentation.md) | Semantic Segmentation |               42 |
+[red_grapes_and_leaves_segmentation](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/red_grapes_and_leaves_segmentation.md) | Semantic Segmentation |              258 |
+[white_grapes_and_leaves_segmentation](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/white_grapes_and_leaves_segmentation.md) | Semantic Segmentation |              273 |
 [ghai_romaine_detection](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/ghai_romaine_detection.md) | Object Detection |              500 |
 [ghai_green_cabbage_detection](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/ghai_green_cabbage_detection.md) | Object Detection |              500 |
 [ghai_iceberg_lettuce_detection](https://github.com/Project-AgML/AgML/blob/main/docs/datasets/ghai_iceberg_lettuce_detection.md) | Object Detection |              500 |
@@ -170,13 +170,13 @@ model.run_training(loader)
 
 ### Using Public Agricultural Data
 
-AgML aims to provide easy access to a range of existing public agricultural datasets The core of AgML's public data pipeline is 
-[`AgMLDataLoader`](/agml/data/loader.py). You can use the `AgMLDataLoader` or `agml.data.download_public_dataset()` to download 
-the dataset locally from which point it will be automatically loaded from the disk on future runs. 
+AgML aims to provide easy access to a range of existing public agricultural datasets The core of AgML's public data pipeline is
+[`AgMLDataLoader`](/agml/data/loader.py). You can use the `AgMLDataLoader` or `agml.data.download_public_dataset()` to download
+the dataset locally from which point it will be automatically loaded from the disk on future runs.
 From this point, the data within the loader can be split into train/val/test sets, batched, have augmentations and transforms
 applied, and be converted into a training-ready dataset (including batching, tensor conversion, and image formatting).
 
-To see the various ways in which you can use AgML datasets in your training pipelines, check out 
+To see the various ways in which you can use AgML datasets in your training pipelines, check out
 the [example notebook](/examples/AgML-Data.ipynb).
 
 ## Annotation Formats
diff --git a/agml/data/loader.py b/agml/data/loader.py
index bbf6f8d6..b0143acd 100644
--- a/agml/data/loader.py
+++ b/agml/data/loader.py
@@ -23,14 +23,24 @@
 
 import numpy as np
 
-from agml.backend.config import SUPER_BASE_DIR, data_save_path, synthetic_data_save_path
+from agml.framework import AgMLSerializable
+from agml.data.manager import DataManager
+from agml.data.builder import DataBuilder
+from agml.data.metadata import DatasetMetadata, make_metadata
+from agml.data.exporters.yolo import export_yolo
+from agml.utils.logging import log
+from agml.utils.io import get_file_list, get_dir_list
+from agml.utils.data import load_public_sources
+from agml.utils.general import NoArgument, resolve_list_value
+from agml.utils.random import inject_random_state
+from agml.backend.config import data_save_path, synthetic_data_save_path, SUPER_BASE_DIR
 from agml.backend.experimental import AgMLExperimentalFeatureWrapper
 from agml.backend.tftorch import (
-    StrictBackendError,
-    _add_dataset_to_mro,  # noqa
     get_backend,
     set_backend,
     user_changed_backend,
+    StrictBackendError,
+    _add_dataset_to_mro,  # noqa
 )
 from agml.data.builder import DataBuilder
 from agml.data.exporters.yolo import export_yolo
diff --git a/config/mkdocs.yml b/config/mkdocs.yml
new file mode 100644
index 00000000..146afaf7
--- /dev/null
+++ b/config/mkdocs.yml
@@ -0,0 +1,189 @@
+site_name: "AgML"
+site_description: "A comprehensive library for agricultural deep learning"
+site_url: ""
+
+repo_url: "https://github.com/Project-AgML/AgML"
+repo_name: "AgML"
+
+watch:
+  [
+    ../config/mkdocs.yml,
+    ../README.md,
+    ../LICENSE,
+    ../CODE_OF_CONDUCT.md,
+    ../CONTRIBUTING.md,
+    ../agml,
+    ../docs,
+  ]
+
+copyright: Copyright &copy; 2024
+edit_uri: edit/main/docs/
+
+docs_dir: ../docs
+site_dir: ../site
+
+use_directory_urls: false
+validation:
+  omitted_files: warn
+  absolute_links: warn
+  unrecognized_links: warn
+
+nav:
+  - Home:
+      - Overview: index.md
+      - Changelog: changelog.md
+      - Credits: credits.md
+      - License: license.md
+  - Datasets:
+      - Dataset Listing: dataset_listing.md
+      - Datasets: datasets/
+  # defer to gen-files + literate-nav
+  - API reference:
+      - AgML: reference/
+  - Development:
+      - Contributing: development.md
+      - Code of Conduct: code_of_conduct.md
+      - Coverage report: coverage.md
+
+theme:
+  name: material
+  logo: assets/agml-logo.png
+  custom_dir: ../docs/overrides
+  features:
+    - announce.dismiss
+    - content.action.edit
+    - content.action.view
+    - content.code.annotate
+    - content.code.copy
+    - content.tooltips
+    - navigation.footer
+    - navigation.indexes
+    - navigation.sections
+    - navigation.tabs
+    - navigation.tabs.sticky
+    - navigation.top
+    - search.highlight
+    - search.suggest
+    - toc.follow
+  palette:
+    - media: "(prefers-color-scheme)"
+      toggle:
+        icon: material/brightness-auto
+        name: Switch to light mode
+    - media: "(prefers-color-scheme: light)"
+      scheme: default
+      primary: teal
+      accent: purple
+      toggle:
+        icon: material/weather-sunny
+        name: Switch to dark mode
+    - media: "(prefers-color-scheme: dark)"
+      scheme: slate
+      primary: black
+      accent: lime
+      toggle:
+        icon: material/weather-night
+        name: Switch to system preference
+
+extra_css:
+  - css/material.css
+  - css/mkdocstrings.css
+
+extra_javascript:
+  - js/feedback.js
+
+markdown_extensions:
+  - attr_list
+  - admonition
+  - callouts
+  - footnotes
+  - pymdownx.emoji:
+      emoji_index: !!python/name:material.extensions.emoji.twemoji
+      emoji_generator: !!python/name:material.extensions.emoji.to_svg
+  - pymdownx.magiclink
+  - pymdownx.snippets:
+      base_path:
+        [
+          !relative $config_dir,
+          README.md,
+          LICENSE,
+          CONTRIBUTING.md,
+          CODE_OF_CONDUCT.md,
+          scripts,
+          pyproject.toml,
+        ]
+      check_paths: true
+
+  - pymdownx.superfences
+  - pymdownx.tabbed:
+      alternate_style: true
+      slugify: !!python/object/apply:pymdownx.slugs.slugify
+        kwds:
+          case: lower
+  - pymdownx.tasklist:
+      custom_checkbox: true
+  - toc:
+      permalink: true
+
+plugins:
+  - search
+  - markdown-exec
+  - gen-files:
+      scripts:
+        - ../scripts/docs/gen_ref_nav.py
+  - literate-nav:
+      nav_file: SUMMARY.md
+  - coverage
+  - mkdocstrings:
+      handlers:
+        python:
+          import:
+            - https://docs.python.org/3/objects.inv
+          paths: [../agml]
+          options:
+            docstring_options:
+              ignore_init_summary: true
+            docstring_section_style: list
+            filters: ["!^_"]
+            heading_level: 1
+            inherited_members: true
+            merge_init_into_class: true
+            separate_signature: true
+            show_root_heading: true
+            show_root_full_path: false
+            show_signature_annotations: true
+            show_source: true
+            show_symbol_type_heading: true
+            show_symbol_type_toc: true
+            signature_crossrefs: true
+            summary: true
+  - git-revision-date-localized:
+      enabled: !ENV [DEPLOY, false]
+      enable_creation_date: true
+      type: timeago
+  - minify:
+      minify_html: !ENV [DEPLOY, false]
+  - group:
+      enabled: !ENV [MATERIAL_INSIDERS, false]
+      plugins:
+        - typeset
+
+extra:
+  social:
+    - icon: fontawesome/brands/github
+      link: https://github.com/Project-AgML/AgML
+    - icon: fontawesome/brands/python
+      link: https://pypi.org/project/agml/
+
+  analytics:
+    feedback:
+      title: Was this page helpful?
+      ratings:
+        - icon: material/emoticon-happy-outline
+          name: This page was helpful
+          data: 1
+          note: Thanks for your feedback!
+        - icon: material/emoticon-sad-outline
+          name: This page could be improved
+          data: 0
+          note: Let us know how we can improve this page.
diff --git a/config/release_draft.yml b/config/release_draft.yml
new file mode 100644
index 00000000..92f676d5
--- /dev/null
+++ b/config/release_draft.yml
@@ -0,0 +1,55 @@
+name-template: "v$RESOLVED_VERSION"
+tag-template: "v$RESOLVED_VERSION"
+change-template: "- $TITLE #$NUMBER [@$AUTHOR]"
+change-template: '- $TITLE @$AUTHOR (#$NUMBER)'
+change-title-escapes: '\<*_&' # You can add # and @ to disable mentions, and add ` to disable code blocks.
+
+
+categories:
+  - title: "✨ Features"
+    labels:
+      - "feature"
+      - "enhancement"
+      - "✨"
+      - "⚡️"
+  - title: "🐛 Bug Fixes"
+    labels:
+      - "fix"
+      - "bugfix"
+      - "bug"
+      - "🐛"
+  - title: "📚 Documentation"
+    labels:
+      - "documentation"
+      - "docs"
+      - "📚"
+  - title: " 🚨 Continous Integration"
+    labels:
+      - "testing"
+      - "test"
+  - title: " 🔨 Maintance"
+    labels:
+      - "Maintenance"
+
+exclude-labels:
+  - "changelog: skip"
+
+version-resolver:
+  major:
+    labels:
+      - "major"
+  minor:
+    labels:
+      - "minor"
+  patch:
+    labels:
+      - "patch"
+  default: patch
+
+template: |
+
+  ## AgML release v$RESOLVED_VERSION
+
+  This version include the following changes
+
+  $CHANGES
diff --git a/figures/agml-framework.png b/docs/assets/agml-framework.png
similarity index 100%
rename from figures/agml-framework.png
rename to docs/assets/agml-framework.png
diff --git a/figures/agml-logo-wide.png b/docs/assets/agml-logo-wide.png
similarity index 100%
rename from figures/agml-logo-wide.png
rename to docs/assets/agml-logo-wide.png
diff --git a/figures/agml-logo.png b/docs/assets/agml-logo.png
similarity index 100%
rename from figures/agml-logo.png
rename to docs/assets/agml-logo.png
diff --git a/docs/code_of_conduct.md b/docs/code_of_conduct.md
new file mode 100644
index 00000000..22f934ef
--- /dev/null
+++ b/docs/code_of_conduct.md
@@ -0,0 +1,8 @@
+---
+hide:
+- feedback
+---
+
+# Code of Conduct
+
+--8<-- "CODE_OF_CONDUCT.md"
diff --git a/docs/credits.md b/docs/credits.md
new file mode 100644
index 00000000..9322404b
--- /dev/null
+++ b/docs/credits.md
@@ -0,0 +1,10 @@
+---
+hide:
+- toc
+---
+
+<!-- blacken-docs:off -->
+```python exec="yes"
+--8<-- "docs/gen_credits.py"
+```
+<!-- blacken-docs:on -->
diff --git a/docs/css/material.css b/docs/css/material.css
new file mode 100644
index 00000000..9e8c14a6
--- /dev/null
+++ b/docs/css/material.css
@@ -0,0 +1,4 @@
+/* More space at the bottom of the page. */
+.md-main__inner {
+  margin-bottom: 1.5rem;
+}
diff --git a/docs/css/mkdocstrings.css b/docs/css/mkdocstrings.css
new file mode 100644
index 00000000..88c73575
--- /dev/null
+++ b/docs/css/mkdocstrings.css
@@ -0,0 +1,27 @@
+/* Indentation. */
+div.doc-contents:not(.first) {
+  padding-left: 25px;
+  border-left: .05rem solid var(--md-typeset-table-color);
+}
+
+/* Mark external links as such. */
+a.external::after,
+a.autorefs-external::after {
+  /* https://primer.style/octicons/arrow-up-right-24 */
+  mask-image: url('data:image/svg+xml,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M18.25 15.5a.75.75 0 00.75-.75v-9a.75.75 0 00-.75-.75h-9a.75.75 0 000 1.5h7.19L6.22 16.72a.75.75 0 101.06 1.06L17.5 7.56v7.19c0 .414.336.75.75.75z"></path></svg>');
+  -webkit-mask-image: url('data:image/svg+xml,<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M18.25 15.5a.75.75 0 00.75-.75v-9a.75.75 0 00-.75-.75h-9a.75.75 0 000 1.5h7.19L6.22 16.72a.75.75 0 101.06 1.06L17.5 7.56v7.19c0 .414.336.75.75.75z"></path></svg>');
+  content: ' ';
+
+  display: inline-block;
+  vertical-align: middle;
+  position: relative;
+
+  height: 1em;
+  width: 1em;
+  background-color: currentColor;
+}
+
+a.external:hover::after,
+a.autorefs-external:hover::after {
+  background-color: var(--md-accent-fg-color);
+}
\ No newline at end of file
diff --git a/docs/dataset_listing.md b/docs/dataset_listing.md
new file mode 100644
index 00000000..af6a1b58
--- /dev/null
+++ b/docs/dataset_listing.md
@@ -0,0 +1,10 @@
+---
+hide:
+- toc
+---
+
+<!-- blacken-docs:off -->
+```python exec="yes"
+--8<-- "docs/gen_dataset_list.py"
+```
+<!-- blacken-docs:on -->
diff --git a/docs/datasets/apple_detection_drone_brazil.md b/docs/datasets/apple_detection_drone_brazil.md
index ae81ad94..cd43b6ec 100644
--- a/docs/datasets/apple_detection_drone_brazil.md
+++ b/docs/datasets/apple_detection_drone_brazil.md
@@ -21,4 +21,4 @@
 
 ## Examples
 
-![Example Images for apple_detection_drone_brazil](https://github.com/Project-AgML/AgML/blob/main/docs/sample_images/apple_detection_drone_brazil_examples.png)
\ No newline at end of file
+![Example Images for apple_detection_drone_brazil](../sample_images/apple_detection_drone_brazil_examples.png)
\ No newline at end of file
diff --git a/docs/datasets/apple_detection_spain.md b/docs/datasets/apple_detection_spain.md
index cda3e0a8..6f7a58cc 100644
--- a/docs/datasets/apple_detection_spain.md
+++ b/docs/datasets/apple_detection_spain.md
@@ -21,4 +21,4 @@
 
 ## Examples
 
-![Example Images for apple_detection_spain](https://github.com/Project-AgML/AgML/blob/main/docs/sample_images/apple_detection_spain_examples.png)
\ No newline at end of file
+![Example Images for apple_detection_spain](../sample_images/apple_detection_spain_examples.png)
\ No newline at end of file
diff --git a/docs/development.md b/docs/development.md
new file mode 100644
index 00000000..7cea1648
--- /dev/null
+++ b/docs/development.md
@@ -0,0 +1,3 @@
+
+
+--8<-- "CONTRIBUTING.md"
diff --git a/docs/index.md b/docs/index.md
new file mode 100644
index 00000000..8e6f2fb4
--- /dev/null
+++ b/docs/index.md
@@ -0,0 +1,6 @@
+---
+hide:
+- feedback
+---
+
+--8<-- "README.md"
diff --git a/docs/js/feedback.js b/docs/js/feedback.js
new file mode 100644
index 00000000..f97321a5
--- /dev/null
+++ b/docs/js/feedback.js
@@ -0,0 +1,14 @@
+const feedback = document.forms.feedback;
+feedback.hidden = false;
+
+feedback.addEventListener("submit", function(ev) {
+    ev.preventDefault();
+    const commentElement = document.getElementById("feedback");
+    commentElement.style.display = "block";
+    feedback.firstElementChild.disabled = true;
+    const data = ev.submitter.getAttribute("data-md-value");
+    const note = feedback.querySelector(".md-feedback__note [data-md-value='" + data + "']");
+    if (note) {
+        note.hidden = false;
+    }
+})
diff --git a/docs/license.md b/docs/license.md
new file mode 100644
index 00000000..cbc38905
--- /dev/null
+++ b/docs/license.md
@@ -0,0 +1,8 @@
+---
+hide:
+- feedback
+---
+
+# License
+
+--8<-- "LICENSE"
diff --git a/docs/overrides/partials/comments.html b/docs/overrides/partials/comments.html
new file mode 100644
index 00000000..1be8df33
--- /dev/null
+++ b/docs/overrides/partials/comments.html
@@ -0,0 +1,57 @@
+<!-- Giscus -->
+<!-- https://squidfunk.github.io/mkdocs-material/setup/adding-a-comment-system/#giscus-integration -->
+<div id="feedback" style="display: none;">
+    <h2 id="__comments">Feedback</h2>
+    <script src="https://giscus.app/client.js"
+        data-repo="lalmei/detdef"
+        data-repo-id="REPLACE WITH REPOSITORY NODE ID"
+        data-category="Documentation"
+        data-category-id="REPLACE WITH DISCUSSION CATEGORY ID"
+        data-mapping="pathname"
+        data-strict="1"
+        data-reactions-enabled="0"
+        data-emit-metadata="0"
+        data-input-position="top"
+        data-theme="preferred_color_scheme"
+        data-lang="en"
+        data-loading="lazy"
+        crossorigin="anonymous"
+        async>
+    </script>
+
+    <!-- Synchronize Giscus theme with palette -->
+    <script>
+        var giscus = document.querySelector("script[src*=giscus]")
+
+        // Set palette on initial load
+        var palette = __md_get("__palette")
+        if (palette && typeof palette.color === "object") {
+            var theme = palette.color.scheme === "slate"
+                ? "transparent_dark"
+                : "light"
+
+            // Instruct Giscus to set theme
+            giscus.setAttribute("data-theme", theme) 
+        }
+
+        // Register event handlers after documented loaded
+        document.addEventListener("DOMContentLoaded", function() {
+            var ref = document.querySelector("[data-md-component=palette]")
+            ref.addEventListener("change", function() {
+                var palette = __md_get("__palette")
+                if (palette && typeof palette.color === "object") {
+                    var theme = palette.color.scheme === "slate"
+                        ? "transparent_dark"
+                        : "light"
+
+                    // Instruct Giscus to change theme
+                    var frame = document.querySelector(".giscus-frame")
+                    frame.contentWindow.postMessage(
+                        { giscus: { setConfig: { theme } } },
+                        "https://giscus.app"
+                    )
+                }
+            })
+        })
+    </script>
+</div>
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
index 19e707f4..df3d07f4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -70,3 +70,19 @@ dev-dependencies = [
     "coverage>=7.6.1",
     "interrogate>=1.7.0",
 ]
+
+[dependency-groups]
+docs = [
+    "markdown-callouts>=0.4.0",
+    "markdown-exec>=1.9.3",
+    "mkdocs-coverage>=1.1.0",
+    "mkdocs-gen-files>=0.5.0",
+    "mkdocs-git-revision-date-localized-plugin>=1.3.0",
+    "mkdocs-literate-nav>=0.6.1",
+    "mkdocs-material>=9.5.45",
+    "mkdocs-minify-plugin>=0.8.0",
+    "pymdown-extensions>=10.12",
+    "mkdocs-jupyter>=0.24.8",
+    "mkdocs>=1.6.1",
+    "mkdocstrings[python]>=0.26.1",
+]
diff --git a/scripts/docs/gen_credits.py b/scripts/docs/gen_credits.py
new file mode 100644
index 00000000..e61d92fd
--- /dev/null
+++ b/scripts/docs/gen_credits.py
@@ -0,0 +1,177 @@
+"""Script to generate the project's credits."""
+
+from __future__ import annotations
+
+import os
+import sys
+from collections import defaultdict
+from importlib.metadata import distributions
+from itertools import chain
+from pathlib import Path
+from textwrap import dedent
+from typing import Dict, Iterable, Union
+
+from jinja2 import StrictUndefined
+from jinja2.sandbox import SandboxedEnvironment
+from packaging.requirements import Requirement
+
+# TODO: Remove once support for Python 3.10 is dropped.
+if sys.version_info >= (3, 11):
+    import tomllib
+else:
+    import tomli as tomllib
+
+project_dir = Path(os.getenv("MKDOCS_CONFIG_DIR", "."))
+with project_dir.joinpath("../pyproject.toml").open("rb") as pyproject_file:
+    pyproject = tomllib.load(pyproject_file)
+project = pyproject["project"]
+project_name = project["name"]
+devdeps = [dep for dep in pyproject["tool"]["uv"]["dev-dependencies"] if not dep.startswith("-e")]
+
+PackageMetadata = Dict[str, Union[str, Iterable[str]]]
+Metadata = Dict[str, PackageMetadata]
+
+
+def _merge_fields(metadata: dict) -> PackageMetadata:
+    fields = defaultdict(list)
+    for header, value in metadata.items():
+        fields[header.lower()].append(value.strip())
+    return {
+        field: value if len(value) > 1 or field in ("classifier", "requires-dist") else value[0]
+        for field, value in fields.items()
+    }
+
+
+def _norm_name(name: str) -> str:
+    return name.replace("_", "-").replace(".", "-").lower()
+
+
+def _requirements(deps: list[str]) -> dict[str, Requirement]:
+    return {_norm_name((req := Requirement(dep)).name): req for dep in deps}
+
+
+def _extra_marker(req: Requirement) -> str | None:
+    if not req.marker:
+        return None
+    try:
+        return next(marker[2].value for marker in req.marker._markers if getattr(marker[0], "value", None) == "extra")
+    except StopIteration:
+        return None
+
+
+def _get_metadata() -> Metadata:
+    metadata = {}
+    for pkg in distributions():
+        name = _norm_name(pkg.name)  # type: ignore[attr-defined,unused-ignore]
+        metadata[name] = _merge_fields(pkg.metadata)  # type: ignore[arg-type]
+        metadata[name]["spec"] = set()
+        metadata[name]["extras"] = set()
+        metadata[name].setdefault("summary", "")
+        _set_license(metadata[name])
+    return metadata
+
+
+def _set_license(metadata: PackageMetadata) -> None:
+    license_field = metadata.get("license-expression", metadata.get("license", ""))
+    license_name = license_field if isinstance(license_field, str) else " + ".join(license_field)
+    check_classifiers = license_name in ("UNKNOWN", "Dual License", "") or license_name.count("\n")
+    if check_classifiers:
+        license_names = []
+        for classifier in metadata["classifier"]:
+            if classifier.startswith("License ::"):
+                license_names.append(classifier.rsplit("::", 1)[1].strip())
+        license_name = " + ".join(license_names)
+    metadata["license"] = license_name or "?"
+
+
+def _get_deps(base_deps: dict[str, Requirement], metadata: Metadata) -> Metadata:
+    deps = {}
+    for dep_name, dep_req in base_deps.items():
+        if dep_name not in metadata or dep_name == "agml":
+            continue
+        metadata[dep_name]["spec"] |= {str(spec) for spec in dep_req.specifier}  # type: ignore[operator]
+        metadata[dep_name]["extras"] |= dep_req.extras  # type: ignore[operator]
+        deps[dep_name] = metadata[dep_name]
+
+    again = True
+    while again:
+        again = False
+        for pkg_name in metadata:
+            if pkg_name in deps:
+                for pkg_dependency in metadata[pkg_name].get("requires-dist", []):
+                    requirement = Requirement(pkg_dependency)
+                    dep_name = _norm_name(requirement.name)
+                    extra_marker = _extra_marker(requirement)
+                    if (
+                        dep_name in metadata
+                        and dep_name not in deps
+                        and dep_name != project["name"]
+                        and (not extra_marker or extra_marker in deps[pkg_name]["extras"])
+                    ):
+                        metadata[dep_name]["spec"] |= {str(spec) for spec in requirement.specifier}  # type: ignore[operator]
+                        deps[dep_name] = metadata[dep_name]
+                        again = True
+
+    return deps
+
+
+def _render_credits() -> str:
+    metadata = _get_metadata()
+    dev_dependencies = _get_deps(_requirements(devdeps), metadata)
+    prod_dependencies = _get_deps(
+        _requirements(
+            chain(  # type: ignore[arg-type]
+                project.get("dependencies", []),
+                chain(*project.get("optional-dependencies", {}).values()),
+            ),
+        ),
+        metadata,
+    )
+
+    template_data = {
+        "project_name": project_name,
+        "prod_dependencies": sorted(prod_dependencies.values(), key=lambda dep: str(dep["name"]).lower()),
+        "dev_dependencies": sorted(dev_dependencies.values(), key=lambda dep: str(dep["name"]).lower()),
+        "more_credits": "",
+    }
+    template_text = dedent(
+        """
+        # Credits
+
+        These projects were used to build *{{ project_name }}*. **Thank you!**
+
+        [Python](https://www.python.org/) |
+        [uv](https://github.com/astral-sh/uv) |
+
+        {% macro dep_line(dep) -%}
+        [{{ dep.name }}](https://pypi.org/project/{{ dep.name }}/) | {{ dep.summary }} | {{ ("`" ~ dep.spec|sort(reverse=True)|join(", ") ~ "`") if dep.spec else "" }} | `{{ dep.version }}` | {{ dep.license }}
+        {%- endmacro %}
+
+        {% if prod_dependencies -%}
+        ### Runtime dependencies
+
+        Project | Summary | Version (accepted) | Version (last resolved) | License
+        ------- | ------- | ------------------ | ----------------------- | -------
+        {% for dep in prod_dependencies -%}
+        {{ dep_line(dep) }}
+        {% endfor %}
+
+        {% endif -%}
+        {% if dev_dependencies -%}
+        ### Development dependencies
+
+        Project | Summary | Version (accepted) | Version (last resolved) | License
+        ------- | ------- | ------------------ | ----------------------- | -------
+        {% for dep in dev_dependencies -%}
+        {{ dep_line(dep) }}
+        {% endfor %}
+
+        {% endif -%}
+        {% if more_credits %}**[More credits from the author]({{ more_credits }})**{% endif %}
+        """,
+    )
+    jinja_env = SandboxedEnvironment(undefined=StrictUndefined)
+    return jinja_env.from_string(template_text).render(**template_data)
+
+
+print(_render_credits())
diff --git a/scripts/docs/gen_dataset_list.py b/scripts/docs/gen_dataset_list.py
new file mode 100644
index 00000000..7ee76830
--- /dev/null
+++ b/scripts/docs/gen_dataset_list.py
@@ -0,0 +1,47 @@
+import json
+from textwrap import dedent
+from importlib import resources
+
+
+from jinja2.sandbox import SandboxedEnvironment
+from jinja2 import StrictUndefined
+# Check whether any dataset has been added that needs information updated (we do this
+# by checking for any datasets in the `public_datasources.json` file that don't have
+# corresponding information for the dataset statistics or other properties like shape).
+
+
+def _render_dataset() -> str:
+    public_datasets = json.load(resources.files("agml._assets").joinpath("public_datasources.json").open("r"))
+
+    public_datasets = {
+        "datasets": sorted(
+            [(value | {"dataset_name": key}) for key, value in public_datasets.items()],
+            key=lambda dep: str(dep["dataset_name"]).lower(),
+        )
+    }
+    # return public_datasets
+
+    template_datasets = dedent(
+        """
+
+        {% macro dat_line(dat) -%}
+        [{{dat.dataset_name}}](datasets/{{dat.dataset_name}}.html) | {{ dat.ml_task }} | {{ dat.n_images }}  | {{ dat.docs_url }} |
+        {%- endmacro %}
+
+        {% if datasets -%}
+
+        ## Public Dataset Listing
+
+        | Dataset | Task | Number of Images | Documentation|
+        | :--- | :---: |-----------:| :----|
+        {% for dataset in datasets -%}
+        {{ dat_line(dataset) }}
+        {% endfor %}
+        {% endif %}
+        """,
+    )
+    jinja_env = SandboxedEnvironment(undefined=StrictUndefined)
+    return jinja_env.from_string(template_datasets).render(**public_datasets)
+
+
+print(_render_dataset())
diff --git a/scripts/docs/gen_ref_nav.py b/scripts/docs/gen_ref_nav.py
new file mode 100644
index 00000000..6939e864
--- /dev/null
+++ b/scripts/docs/gen_ref_nav.py
@@ -0,0 +1,37 @@
+"""Generate the code reference pages and navigation."""
+
+from pathlib import Path
+
+import mkdocs_gen_files
+
+nav = mkdocs_gen_files.Nav()
+mod_symbol = '<code class="doc-symbol doc-symbol-nav doc-symbol-module"></code>'
+
+root = Path(__file__).parent.parent
+src = root / "src"
+
+for path in sorted(src.rglob("*.py")):
+    module_path = path.relative_to(src).with_suffix("")
+    doc_path = path.relative_to(src).with_suffix(".md")
+    full_doc_path = Path("reference", doc_path)
+
+    parts = tuple(module_path.parts)
+
+    if parts[-1] == "__init__":
+        parts = parts[:-1]
+        doc_path = doc_path.with_name("index.md")
+        full_doc_path = full_doc_path.with_name("index.md")
+    elif parts[-1].startswith("_"):
+        continue
+
+    nav_parts = [f"{mod_symbol} {part}" for part in parts]
+    nav[tuple(nav_parts)] = doc_path.as_posix()
+
+    with mkdocs_gen_files.open(full_doc_path, "w") as fd:
+        ident = ".".join(parts)
+        fd.write(f"---\ntitle: {ident}\n---\n\n::: {ident}")
+
+    mkdocs_gen_files.set_edit_path(full_doc_path, ".." / path.relative_to(root))
+
+with mkdocs_gen_files.open("reference/SUMMARY.md", "w") as nav_file:
+    nav_file.writelines(nav.build_literate_nav())
diff --git a/uv.lock b/uv.lock
index d2b2ff8c..95a3e9e3 100644
--- a/uv.lock
+++ b/uv.lock
@@ -47,6 +47,20 @@ dev = [
     { name = "scikit-image" },
     { name = "shapely" },
 ]
+docs = [
+    { name = "markdown-callouts" },
+    { name = "markdown-exec" },
+    { name = "mkdocs" },
+    { name = "mkdocs-coverage" },
+    { name = "mkdocs-gen-files" },
+    { name = "mkdocs-git-revision-date-localized-plugin" },
+    { name = "mkdocs-jupyter" },
+    { name = "mkdocs-literate-nav" },
+    { name = "mkdocs-material" },
+    { name = "mkdocs-minify-plugin" },
+    { name = "mkdocstrings", extra = ["python"] },
+    { name = "pymdown-extensions" },
+]
 
 [package.metadata]
 requires-dist = [
@@ -77,6 +91,20 @@ dev = [
     { name = "scikit-image", specifier = ">=0.21.0" },
     { name = "shapely", specifier = ">=2.0.6" },
 ]
+docs = [
+    { name = "markdown-callouts", specifier = ">=0.4.0" },
+    { name = "markdown-exec", specifier = ">=1.9.3" },
+    { name = "mkdocs", specifier = ">=1.6.1" },
+    { name = "mkdocs-coverage", specifier = ">=1.1.0" },
+    { name = "mkdocs-gen-files", specifier = ">=0.5.0" },
+    { name = "mkdocs-git-revision-date-localized-plugin", specifier = ">=1.3.0" },
+    { name = "mkdocs-jupyter", specifier = ">=0.24.8" },
+    { name = "mkdocs-literate-nav", specifier = ">=0.6.1" },
+    { name = "mkdocs-material", specifier = ">=9.5.45" },
+    { name = "mkdocs-minify-plugin", specifier = ">=0.8.0" },
+    { name = "mkdocstrings", extras = ["python"], specifier = ">=0.26.1" },
+    { name = "pymdown-extensions", specifier = ">=10.12" },
+]
 
 [[package]]
 name = "albucore"
@@ -124,6 +152,40 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53", size = 13643 },
 ]
 
+[[package]]
+name = "appnope"
+version = "0.1.4"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/35/5d/752690df9ef5b76e169e68d6a129fa6d08a7100ca7f754c89495db3c6019/appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee", size = 4170 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/81/29/5ecc3a15d5a33e31b26c11426c45c501e439cb865d0bff96315d86443b78/appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c", size = 4321 },
+]
+
+[[package]]
+name = "asttokens"
+version = "2.4.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "six" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/45/1d/f03bcb60c4a3212e15f99a56085d93093a497718adf828d050b9d675da81/asttokens-2.4.1.tar.gz", hash = "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0", size = 62284 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/45/86/4736ac618d82a20d87d2f92ae19441ebc7ac9e7a581d7e58bbe79233b24a/asttokens-2.4.1-py2.py3-none-any.whl", hash = "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24", size = 27764 },
+]
+
+[[package]]
+name = "astunparse"
+version = "1.6.3"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "six", marker = "python_full_version < '3.9'" },
+    { name = "wheel", marker = "python_full_version < '3.9'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/f3/af/4182184d3c338792894f34a62672919db7ca008c89abee9b564dd34d8029/astunparse-1.6.3.tar.gz", hash = "sha256:5ad93a8456f0d084c3456d059fd9a92cce667963232cbf763eac3bc5b7940872", size = 18290 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/2b/03/13dde6512ad7b4557eb792fbcf0c653af6076b81e5941d36ec61f7ce6028/astunparse-1.6.3-py2.py3-none-any.whl", hash = "sha256:c2652417f2c8b5bb325c885ae329bdf3f86424075c4fd1a128674bc6fba4b8e8", size = 12732 },
+]
+
 [[package]]
 name = "attrs"
 version = "24.2.0"
@@ -133,6 +195,52 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/6a/21/5b6702a7f963e95456c0de2d495f67bf5fd62840ac655dc451586d23d39a/attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2", size = 63001 },
 ]
 
+[[package]]
+name = "babel"
+version = "2.16.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pytz", marker = "python_full_version < '3.9'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/2a/74/f1bc80f23eeba13393b7222b11d95ca3af2c1e28edca18af487137eefed9/babel-2.16.0.tar.gz", hash = "sha256:d1f3554ca26605fe173f3de0c65f750f5a42f924499bf134de6423582298e316", size = 9348104 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ed/20/bc79bc575ba2e2a7f70e8a1155618bb1301eaa5132a8271373a6903f73f8/babel-2.16.0-py3-none-any.whl", hash = "sha256:368b5b98b37c06b7daf6696391c3240c938b37767d4584413e8438c5c435fa8b", size = 9587599 },
+]
+
+[[package]]
+name = "backcall"
+version = "0.2.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/a2/40/764a663805d84deee23043e1426a9175567db89c8b3287b5c2ad9f71aa93/backcall-0.2.0.tar.gz", hash = "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e", size = 18041 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/4c/1c/ff6546b6c12603d8dd1070aa3c3d273ad4c07f5771689a7b69a550e8c951/backcall-0.2.0-py2.py3-none-any.whl", hash = "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255", size = 11157 },
+]
+
+[[package]]
+name = "beautifulsoup4"
+version = "4.12.3"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "soupsieve" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/b3/ca/824b1195773ce6166d388573fc106ce56d4a805bd7427b624e063596ec58/beautifulsoup4-4.12.3.tar.gz", hash = "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051", size = 581181 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b1/fe/e8c672695b37eecc5cbf43e1d0638d88d66ba3a44c4d321c796f4e59167f/beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed", size = 147925 },
+]
+
+[[package]]
+name = "bleach"
+version = "6.1.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "six" },
+    { name = "webencodings" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/6d/10/77f32b088738f40d4f5be801daa5f327879eadd4562f36a2b5ab975ae571/bleach-6.1.0.tar.gz", hash = "sha256:0a31f1837963c41d46bbf1331b8778e1308ea0791db03cc4e7357b97cf42a8fe", size = 202119 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ea/63/da7237f805089ecc28a3f36bca6a21c31fcbc2eb380f3b8f1be3312abd14/bleach-6.1.0-py3-none-any.whl", hash = "sha256:3225f354cfc436b9789c66c4ee030194bee0568fbf9cbdad3bc8b5c26c5f12b6", size = 162750 },
+]
+
 [[package]]
 name = "boto3"
 version = "1.35.66"
@@ -170,6 +278,61 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/12/90/3c9ff0512038035f59d279fddeb79f5f1eccd8859f06d6163c58798b9487/certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8", size = 167321 },
 ]
 
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+version = "1.17.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pycparser" },
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