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Feat/batch predict age and gender#1396

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NatLee wants to merge 64 commits intoserengil:masterserengil/deepface:masterfrom NatLee:feat/batch-predict-age-and-genderNatLee/deepface:feat/batch-predict-age-and-genderCopy head branch name to clipboard

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Commits on Dec 5, 2024

• [update] add batch predicting for Age model

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• [update] add batch predicting for Gender model

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Commits on Dec 6, 2024

• [fix] name of model attributes inputs

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• [fix] line too long

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Commits on Dec 17, 2024

• [update] enhance predict methods to support single and batch inputs for Age and Gender models

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• [update] enhance predict methods in Emotion and Race models to support single and batch inputs

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• [fix] input to inputs

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• [update] embed into deepface module

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• [update] add multiple faces testing

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Commits on Dec 31, 2024

• Update master branch. Merge branch 'master' into feat/batch-predict-age-and-gender

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• Update master branch. Merge branch 'master' into feat/merge-predicts-functions

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• Update master branch. Merge branch 'master' into feat/make-Race-and-Emotion-batch

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• Merge branch 'feat/batch-predict-age-and-gender' into feat/merge-predicts-functions

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• Merge branch 'feat/merge-predicts-functions' into feat/make-Race-and-Emotion-batch

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• Merge pull request #4 from NatLee/feat/add-multi-face-test

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• Merge pull request #2 from NatLee/feat/make-Race-and-Emotion-batch

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• Merge pull request #1 from NatLee/feat/merge-predicts-functions

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• Change base class's predict signature.

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• [update] remove dummy functions

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Commits on Jan 3, 2025

• Avoid recreating resp_objects.

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• Engineering stuff, remove redundant code.

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• Add assertion to verify length of analyzed objects.

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• [update] one-line checking

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• Fix: Image batch dimension not expanded.

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• Merge pull request #5 from NatLee/patch/test-250103

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Commits on Jan 6, 2025

• Predictor.

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• Add comment.

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• Add new predictor.

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• Merge remote-tracking branch 'origin/feat/batch-predict-age-and-gender' into patch/adjustment-0103-1

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• Merge remote-tracking branch 'origin/master' into patch/adjustment-0103-1

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• [update] modify comment for multi models

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• [update] make process to one-line

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• [update] add hint for the shape of input img

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• [fix] handle between grayscale and RGB image for models

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• [update] add process for single and multiple image

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• [fix] model input size -> (n, w, h, c)

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• [fix] check for input number of faces

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• [update] refactor response object creation in analyze function

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• [fix] use prediction shape to avoid confuse situation of predictions

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• [fix] 1 img input for the Emotion model

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Commits on Jan 7, 2025

• Remove obsolete comment.

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Commits on Jan 13, 2025

• Documentation

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• [fix] lint

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• Merge remote-tracking branch 'origin/master' into patch/adjustment-0103-1

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• Merge pull request #6 from NatLee/patch/adjustment-0103-1

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• patch: Greyscale image prediction condition.

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• patch: fix dimension.

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• patch: fix dimension

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• patch: emotion dimension.

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Commits on Jan 14, 2025

• patch: Lint

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• [update] lint

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Commits on Jan 16, 2025

• Patch: Make Age model capable to handle single or batched input.

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• REVERT demography.py

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• patch: Lint

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• [update] rm print

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• Merge commit '0d7e15147f527edc0ef09dadbd73f38d87972d1f' into feat/batch-predict-age-and-gender

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Commits on Jan 20, 2025

• [update] add emotions batch test

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Commits on Jan 21, 2025

• Remove redundant squeeze.

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• [update] modify test of emotion and add client of age, gender and race tests

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Commits on Jan 22, 2025

• Add support for batched input.

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• Refine some tests.

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• Merge branch 'feat/batch-predict-age-and-gender' of https://github.com/NatLee/deepface into feat/batch-predict-age-and-gender

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Commits on Jan 25, 2025

• Merge remote-tracking branch 'origin/master' into feat/batch-predict-age-and-gender

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• [fix] avoid problem of precision in float

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