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feat: add T4 dataset updater with the specifeid FastLabel annotations #172

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@ktro2828 ktro2828 commented Nov 27, 2024

Description

Add support of updating the existing T4 dataset with a new FastLabel annotation.

AnnotationFilesUpdater parse annotation file(s) and insert the corresponding annotation information to the scene.

Sample configuration file:

task: update_t4_with_fastlabel  # Task Name
description:
  visibility:
    full: "No occlusion of the object."
    ...
  camera_index:
    CAM_FRONT: 0
    ...

conversion:
  input_base: ./data/input_t4_format # could be non_annotated_t4_format or t4_format_3d_annotated
  input_anno_base: ./data/fastlabel
  output_base: ./data/output_t4_format # currently, this only includes the 2D annotations
  dataset_corresponding:
    # input t4dataset_name: FastLabel json file name
    T4DatasetName: FastLabelAnnotationFile

How to review

How to test

test data

test command

python3 -m perception_dataset.convert --config ./configs/update_wt_with_fastlabel_sample.yaml

Reference

Notes for reviewer

@ktro2828 ktro2828 force-pushed the feat/update-dataset-with-fastlabel branch 3 times, most recently from 5262416 to 650bdf3 Compare November 27, 2024 11:07
@ktro2828 ktro2828 force-pushed the feat/update-dataset-with-fastlabel branch from d96f426 to 4cf260a Compare November 27, 2024 22:32
@ktro2828 ktro2828 marked this pull request as ready for review November 27, 2024 22:34
@ktro2828 ktro2828 requested a review from miursh November 27, 2024 22:34
@ktro2828 ktro2828 force-pushed the feat/update-dataset-with-fastlabel branch from 7082f31 to 547af26 Compare November 27, 2024 23:07
Signed-off-by: ktro2828 <[email protected]>
@ktro2828 ktro2828 force-pushed the feat/update-dataset-with-fastlabel branch from 547af26 to bc5c3fe Compare November 27, 2024 23:10
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