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https://github.com/open-mmlab/mmclassification.git
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414ba80274
* [Refactor] Refactor APIs, add `ImageRetrievalInferencer` and `FeatureExtractor'. * Update image retrieval * Update FeatureExtractor * Fix UT
28 lines
877 B
YAML
28 lines
877 B
YAML
Collections:
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- Name: ArcFace
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Metadata:
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Training Data: InShop
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Architecture:
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- Additive Angular Margin Loss
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Paper:
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URL: https://arxiv.org/abs/1801.07698
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Title: 'ArcFace: Additive Angular Margin Loss for Deep Face Recognition'
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README: configs/arcface/README.md
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Code:
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Version: v1.0.0rc3
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URL: https://github.com/open-mmlab/mmclassification/blob/v1.0.0rc3/mmcls/models/heads/margin_head.py
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Models:
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- Name: resnet50-arcface_8xb32_inshop
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Metadata:
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FLOPs: 16571226112
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Parameters: 31693888
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In Collection: ArcFace
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Results:
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- Dataset: InShop
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Metrics:
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Recall@1: 90.18
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Task: Image Retrieval
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Weights: https://download.openmmlab.com/mmclassification/v0/arcface/resnet50-arcface_inshop_20230202-b766fe7f.pth
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Config: configs/arcface/resnet50-arcface_8xb32_inshop.py
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