mirror of https://github.com/open-mmlab/mmyolo.git
70 lines
2.4 KiB
YAML
70 lines
2.4 KiB
YAML
Collections:
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- Name: PPYOLOE
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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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- Synchronize BN
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Training Resources: 8x A100 GPUs
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Architecture:
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- PPYOLOECSPResNet
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- PPYOLOECSPPAFPN
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Paper:
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URL: https://arxiv.org/abs/2203.16250
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Title: 'PP-YOLOE: An evolved version of YOLO'
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README: configs/ppyoloe/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: ppyoloe_plus_s_fast_8xb8-80e_coco
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In Collection: PPYOLOE
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Config: configs/ppyoloe/ppyoloe_plus_s_fast_8xb8-80e_coco.py
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Metadata:
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Training Memory (GB): 4.7
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Epochs: 80
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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: 43.5
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Weights: https://download.openmmlab.com/mmyolo/v0/ppyoloe/ppyoloe_plus_s_fast_8xb8-80e_coco/ppyoloe_plus_s_fast_8xb8-80e_coco_20230101_154052-9fee7619.pth
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- Name: ppyoloe_plus_m_fast_8xb8-80e_coco
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In Collection: PPYOLOE
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Config: configs/ppyoloe/ppyoloe_plus_m_fast_8xb8-80e_coco.py
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Metadata:
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Training Memory (GB): 8.4
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Epochs: 80
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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: 49.5
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Weights: https://download.openmmlab.com/mmyolo/v0/ppyoloe/ppyoloe_plus_m_fast_8xb8-80e_coco/ppyoloe_plus_m_fast_8xb8-80e_coco_20230104_193132-e4325ada.pth
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- Name: ppyoloe_plus_L_fast_8xb8-80e_coco
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In Collection: PPYOLOE
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Config: configs/ppyoloe/ppyoloe_plus_L_fast_8xb8-80e_coco.py
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Metadata:
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Training Memory (GB): 13.2
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Epochs: 80
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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: 52.6
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Weights: https://download.openmmlab.com/mmyolo/v0/ppyoloe/ppyoloe_plus_l_fast_8xb8-80e_coco/ppyoloe_plus_l_fast_8xb8-80e_coco_20230102_203825-1864e7b3.pth
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- Name: ppyoloe_plus_x_fast_8xb8-80e_coco
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In Collection: PPYOLOE
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Config: configs/ppyoloe/ppyoloe_plus_x_fast_8xb8-80e_coco.py
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Metadata:
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Training Memory (GB): 19.1
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Epochs: 80
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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: 54.2
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Weights: https://download.openmmlab.com/mmyolo/v0/ppyoloe/ppyoloe_plus_x_fast_8xb8-80e_coco/ppyoloe_plus_x_fast_8xb8-80e_coco_20230104_194921-8c953949.pth
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