- Name: retinanet_r50_fpn_1x_objects365v1 In Collection: RetinaNet Config: configs/objects365/retinanet_r50_fpn_1x_objects365v1.py Metadata: Training Memory (GB): 7.4 Epochs: 12 Training Data: Objects365 v1 Training Techniques: - SGD with Momentum - Weight Decay Results: - Task: Object Detection Dataset: Objects365 v1 Metrics: box AP: 14.8 Weights: https://download.openmmlab.com/mmdetection/v2.0/objects365/retinanet_r50_fpn_1x_obj365v1/retinanet_r50_fpn_1x_obj365v1_20221219_181859-ba3e3dd5.pth - Name: retinanet_r50-syncbn_fpn_1350k_objects365v1 In Collection: RetinaNet Config: configs/objects365/retinanet_r50-syncbn_fpn_1350k_objects365v1.py Metadata: Training Memory (GB): 7.6 Iterations: 1350000 Training Data: Objects365 v1 Training Techniques: - SGD with Momentum - Weight Decay Results: - Task: Object Detection Dataset: Objects365 v1 Metrics: box AP: 18.0 Weights: https://download.openmmlab.com/mmdetection/v2.0/objects365/retinanet_r50_fpn_syncbn_1350k_obj365v1/retinanet_r50_fpn_syncbn_1350k_obj365v1_20220513_111237-7517c576.pth - Name: retinanet_r50_fpn_1x_objects365v2 In Collection: RetinaNet Config: configs/objects365/retinanet_r50_fpn_1x_objects365v2.py Metadata: Training Memory (GB): 7.2 Epochs: 12 Training Data: Objects365 v2 Training Techniques: - SGD with Momentum - Weight Decay Results: - Task: Object Detection Dataset: Objects365 v2 Metrics: box AP: 16.7 Weights: https://download.openmmlab.com/mmdetection/v2.0/objects365/retinanet_r50_fpn_1x_obj365v2/retinanet_r50_fpn_1x_obj365v2_20221223_122105-d9b191f1.pth - Name: faster-rcnn_r50_fpn_16xb4-1x_objects365v1 In Collection: Faster R-CNN Config: configs/objects365/faster-rcnn_r50_fpn_16xb4-1x_objects365v1.py Metadata: Training Memory (GB): 11.4 Epochs: 12 Training Data: Objects365 v1 Training Techniques: - SGD with Momentum - Weight Decay Results: - Task: Object Detection Dataset: Objects365 v1 Metrics: box AP: 19.6 Weights: https://download.openmmlab.com/mmdetection/v2.0/objects365/faster_rcnn_r50_fpn_16x4_1x_obj365v1/faster_rcnn_r50_fpn_16x4_1x_obj365v1_20221219_181226-9ff10f95.pth - Name: faster-rcnn_r50-syncbn_fpn_1350k_objects365v1 In Collection: Faster R-CNN Config: configs/objects365/faster-rcnn_r50-syncbn_fpn_1350k_objects365v1.py Metadata: Training Memory (GB): 8.6 Iterations: 1350000 Training Data: Objects365 v1 Training Techniques: - SGD with Momentum - Weight Decay Results: - Task: Object Detection Dataset: Objects365 v1 Metrics: box AP: 22.3 Weights: https://download.openmmlab.com/mmdetection/v2.0/objects365/faster_rcnn_r50_fpn_syncbn_1350k_obj365v1/faster_rcnn_r50_fpn_syncbn_1350k_obj365v1_20220510_142457-337d8965.pth - Name: faster-rcnn_r50_fpn_16xb4-1x_objects365v2 In Collection: Faster R-CNN Config: configs/objects365/faster-rcnn_r50_fpn_16xb4-1x_objects365v2.py Metadata: Training Memory (GB): 10.8 Epochs: 12 Training Data: Objects365 v1 Training Techniques: - SGD with Momentum - Weight Decay Results: - Task: Object Detection Dataset: Objects365 v2 Metrics: box AP: 19.8 Weights: https://download.openmmlab.com/mmdetection/v2.0/objects365/faster_rcnn_r50_fpn_16x4_1x_obj365v2/faster_rcnn_r50_fpn_16x4_1x_obj365v2_20221220_175040-5910b015.pth