2023-02-14 12:46:21 +08:00
|
|
|
Collections:
|
|
|
|
|
- Name: ArcFace
|
|
|
|
|
Metadata:
|
|
|
|
|
Training Data: InShop
|
|
|
|
|
Architecture:
|
|
|
|
|
- Additive Angular Margin Loss
|
|
|
|
|
Paper:
|
|
|
|
|
URL: https://arxiv.org/abs/1801.07698
|
|
|
|
|
Title: 'ArcFace: Additive Angular Margin Loss for Deep Face Recognition'
|
|
|
|
|
README: configs/arcface/README.md
|
|
|
|
|
Code:
|
|
|
|
|
Version: v1.0.0rc3
|
|
|
|
|
URL: https://github.com/open-mmlab/mmclassification/blob/v1.0.0rc3/mmcls/models/heads/margin_head.py
|
|
|
|
|
|
|
|
|
|
Models:
|
2023-02-23 11:17:16 +08:00
|
|
|
- Name: resnet50-arcface_8xb32_inshop
|
2023-02-14 12:46:21 +08:00
|
|
|
Metadata:
|
|
|
|
|
FLOPs: 16571226112
|
|
|
|
|
Parameters: 31693888
|
|
|
|
|
In Collection: ArcFace
|
|
|
|
|
Results:
|
|
|
|
|
- Dataset: InShop
|
|
|
|
|
Metrics:
|
|
|
|
|
Recall@1: 90.18
|
2023-02-28 16:31:42 +08:00
|
|
|
Task: Image Retrieval
|
2023-02-14 12:46:21 +08:00
|
|
|
Weights: https://download.openmmlab.com/mmclassification/v0/arcface/resnet50-arcface_inshop_20230202-b766fe7f.pth
|
|
|
|
|
Config: configs/arcface/resnet50-arcface_8xb32_inshop.py
|
