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metafile.yml
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Collections:
- Name: SSD
Metadata:
Training Data: COCO
Training Techniques:
- SGD with Momentum
- Weight Decay
Training Resources: 8x NVIDIA V100 GPUs
Architecture:
- VGG
Paper: https://arxiv.org/abs/1512.02325
README: configs/ssd/README.md
Models:
- Name: ssd300_coco
In Collection: SSD
Config: configs/ssd/ssd300_coco.py
Metadata:
Training Memory (GB): 10.2
inference time (s/im): 0.02288
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 25.6
Weights: http://download.openmmlab.com/mmdetection/v2.0/ssd/ssd300_coco/ssd300_coco_20200307-a92d2092.pth
- Name: ssd512_coco
In Collection: SSD
Config: configs/ssd/ssd512_coco.py
Metadata:
Training Memory (GB): 9.3
inference time (s/im): 0.03257
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 29.4
Weights: http://download.openmmlab.com/mmdetection/v2.0/ssd/ssd512_coco/ssd512_coco_20200308-038c5591.pth