ArcFace/SphereFace Loss (!93) · Merge requests · bob / bob.learn.tensorflow · GitLab

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Merged Tiago de Freitas Pereira requested to merge arcface into master 4 years ago

All threads resolved!

Implemented 2 losses and 1 layer from the arcface paper: https://arxiv.org/abs/1801.07698

Implemented 1 loss and 1 layer from the sphere face paper: https://arxiv.org/pdf/1704.08063.pdf

Implemented a keras model that does the validation in the test step

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Amir MOHAMMADI @amohammadi started a thread on an old version of the diff 4 years ago

Resolved 4 years ago by Tiago de Freitas Pereira
Last reply by Amir MOHAMMADI 4 years ago

Amir MOHAMMADI @amohammadi started a thread on an old version of the diff 4 years ago

Resolved 4 years ago by Tiago de Freitas Pereira

Amir MOHAMMADI @amohammadi started a thread on an old version of the diff 4 years ago

Resolved 4 years ago by Tiago de Freitas Pereira

Amir MOHAMMADI @amohammadi started a thread on an old version of the diff 4 years ago

Resolved 4 years ago by Tiago de Freitas Pereira

Tiago de Freitas Pereira added 1 commit 4 years ago

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f67e6bbd - Apply suggestion to bob/learn/tensorflow/layers.py

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Tiago de Freitas Pereira added 1 commit 4 years ago

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777e8586 - Apply suggestion to bob/learn/tensorflow/layers.py

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Tiago de Freitas Pereira added 2 commits 4 years ago

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d29c3ccd - Rewiring Arcface to make it simpler
fa319f58 - Rewiring Arcface to make it simpler

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Tiago de Freitas Pereira added 1 commit 4 years ago

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4ea3c57f - Few changes

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Tiago de Freitas Pereira added 1 commit 4 years ago

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10810cb5 - Removing test

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Tiago de Freitas Pereira added 1 commit 4 years ago

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49a8e30d - Removing test

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Tiago de Freitas Pereira added 1 commit 4 years ago

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b5e14556 - Added test case

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Tiago de Freitas Pereira added 1 commit 4 years ago

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babec5d4 - ArcFace/SphereFace Loss

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Tiago de Freitas Pereira resolved all threads 4 years ago

resolved all threads

Tiago de Freitas Pereira @tiago.pereira · 4 years ago

Author Owner

This is good to go. I'll push the training scripts on bob.bio.face

Tiago de Freitas Pereira added 1 commit 4 years ago

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ce8740dc - Fixed issue with the bottleneck_size

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Tiago de Freitas Pereira added 1 commit 4 years ago

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9c7cb38c - Clipped the Sphereface angle

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Tiago de Freitas Pereira merged 4 years ago

merged

Tiago de Freitas Pereira mentioned in commit 4 years ago

mentioned in commit 9ab723c9

Tiago de Freitas Pereira changed milestone to 4 years ago

changed milestone to %Bob 9.0.0

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