Collections: - Name: FreeAnchor Metadata: Training Data: COCO Training Techniques: - SGD with Momentum - Weight Decay Training Resources: 8x V100 GPUs Architecture: - FreeAnchor - ResNet Paper: URL: https://arxiv.org/abs/1909.02466 Title: 'FreeAnchor: Learning to Match Anchors for Visual Object Detection' README: configs/free_anchor/README.md Code: URL: https://github.com/open-mmlab/mmdetection/blob/v2.0.0/mmdet/models/dense_heads/free_anchor_retina_head.py#L10 Version: v2.0.0 Models: - Name: retinanet_free_anchor_r50_fpn_1x_coco In Collection: FreeAnchor Config: configs/free_anchor/retinanet_free_anchor_r50_fpn_1x_coco.py Metadata: Training Memory (GB): 4.9 inference time (ms/im): - value: 54.35 hardware: V100 backend: PyTorch batch size: 1 mode: FP32 resolution: (800, 1333) Epochs: 12 Results: - Task: Object Detection Dataset: COCO Metrics: box AP: 38.7 Weights: https://download.openmmlab.com/mmdetection/v2.0/free_anchor/retinanet_free_anchor_r50_fpn_1x_coco/retinanet_free_anchor_r50_fpn_1x_coco_20200130-0f67375f.pth - Name: retinanet_free_anchor_r101_fpn_1x_coco In Collection: FreeAnchor Config: configs/free_anchor/retinanet_free_anchor_r101_fpn_1x_coco.py Metadata: Training Memory (GB): 6.8 inference time (ms/im): - value: 67.11 hardware: V100 backend: PyTorch batch size: 1 mode: FP32 resolution: (800, 1333) Epochs: 12 Results: - Task: Object Detection Dataset: COCO Metrics: box AP: 40.3 Weights: https://download.openmmlab.com/mmdetection/v2.0/free_anchor/retinanet_free_anchor_r101_fpn_1x_coco/retinanet_free_anchor_r101_fpn_1x_coco_20200130-358324e6.pth - Name: retinanet_free_anchor_x101_32x4d_fpn_1x_coco In Collection: FreeAnchor Config: configs/free_anchor/retinanet_free_anchor_x101_32x4d_fpn_1x_coco.py Metadata: Training Memory (GB): 8.1 inference time (ms/im): - value: 90.09 hardware: V100 backend: PyTorch batch size: 1 mode: FP32 resolution: (800, 1333) Epochs: 12 Results: - Task: Object Detection Dataset: COCO Metrics: box AP: 41.9 Weights: https://download.openmmlab.com/mmdetection/v2.0/free_anchor/retinanet_free_anchor_x101_32x4d_fpn_1x_coco/retinanet_free_anchor_x101_32x4d_fpn_1x_coco_20200130-d4846968.pth