mirror of https://github.com/open-mmlab/mmyolo.git
84 lines
2.9 KiB
YAML
84 lines
2.9 KiB
YAML
Collections:
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- Name: YOLOv6
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Metadata:
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Training Data: COCO
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Training Techniques:
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- SGD with Nesterov
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- Weight Decay
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- AMP
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- Synchronize BN
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Training Resources: 8x A100 GPUs
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Architecture:
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- CSPDarkNet
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- PAFPN
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- RepVGG
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Paper:
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URL: https://arxiv.org/abs/2209.02976
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Title: 'YOLOv6: A Single-Stage Object Detection Framework for Industrial Applications'
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README: configs/yolov6/README.md
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Code:
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URL: https://github.com/open-mmlab/mmyolo/blob/v0.0.1/mmyolo/models/detectors/yolo_detector.py#L12
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Version: v0.0.1
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Models:
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- Name: yolov6_s_syncbn_fast_8xb32-400e_coco
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In Collection: YOLOv6
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Config: configs/yolov6/yolov6_s_syncbn_fast_8xb32-400e_coco.py
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Metadata:
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Training Memory (GB): 8.88
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Epochs: 400
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Results:
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- Task: Object Detection
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Dataset: COCO
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Metrics:
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box AP: 44.0
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Weights: https://download.openmmlab.com/mmyolo/v0/yolov6/yolov6_s_syncbn_fast_8xb32-400e_coco/yolov6_s_syncbn_fast_8xb32-400e_coco_20221102_203035-932e1d91.pth
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- Name: yolov6_n_syncbn_fast_8xb32-400e_coco
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In Collection: YOLOv6
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Config: configs/yolov6/yolov6_n_syncbn_fast_8xb32-400e_coco.py
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Metadata:
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Training Memory (GB): 6.04
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Epochs: 400
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Results:
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- Task: Object Detection
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Dataset: COCO
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Metrics:
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box AP: 36.2
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Weights: https://download.openmmlab.com/mmyolo/v0/yolov6/yolov6_n_syncbn_fast_8xb32-400e_coco/yolov6_n_syncbn_fast_8xb32-400e_coco_20221030_202726-d99b2e82.pth
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- Name: yolov6_t_syncbn_fast_8xb32-400e_coco
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In Collection: YOLOv6
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Config: configs/yolov6/yolov6_t_syncbn_fast_8xb32-400e_coco.py
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Metadata:
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Training Memory (GB): 8.13
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Epochs: 400
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Results:
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- Task: Object Detection
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Dataset: COCO
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Metrics:
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box AP: 41.0
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Weights: https://download.openmmlab.com/mmyolo/v0/yolov6/yolov6_t_syncbn_fast_8xb32-400e_coco/yolov6_t_syncbn_fast_8xb32-400e_coco_20221030_143755-cf0d278f.pth
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- Name: yolov6_m_syncbn_fast_8xb32-300e_coco
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In Collection: YOLOv6
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Config: configs/yolov6/yolov6_m_syncbn_fast_8xb32-300e_coco.py
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Metadata:
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Training Memory (GB): 16.69
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Epochs: 300
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Results:
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- Task: Object Detection
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Dataset: COCO
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Metrics:
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box AP: 48.4
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Weights: https://download.openmmlab.com/mmyolo/v0/yolov6/yolov6_m_syncbn_fast_8xb32-300e_coco/yolov6_m_syncbn_fast_8xb32-300e_coco_20221109_182658-85bda3f4.pth
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- Name: yolov6_l_syncbn_fast_8xb32-300e_coco
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In Collection: YOLOv6
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Config: configs/yolov6/yolov6_l_syncbn_fast_8xb32-300e_coco.py
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Metadata:
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Training Memory (GB): 20.86
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Epochs: 300
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Results:
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- Task: Object Detection
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Dataset: COCO
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Metrics:
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box AP: 51.0
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Weights: https://download.openmmlab.com/mmyolo/v0/yolov6/yolov6_l_syncbn_fast_8xb32-300e_coco/yolov6_l_syncbn_fast_8xb32-300e_coco_20221109_183156-91e3c447.pth
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