diff --git a/.github/workflows/test_mim.yml b/.github/workflows/test_mim.yml index b2b212305fe..a57dda8a999 100644 --- a/.github/workflows/test_mim.yml +++ b/.github/workflows/test_mim.yml @@ -44,4 +44,4 @@ jobs: - name: Build and install run: rm -rf .eggs && mim install -e . - name: test commands of mim - run: mim search mmdetection + run: mim search mmdet diff --git a/configs/cascade_rcnn/metafile.yml b/configs/cascade_rcnn/metafile.yml index 1007f2eb810..65863259cdd 100644 --- a/configs/cascade_rcnn/metafile.yml +++ b/configs/cascade_rcnn/metafile.yml @@ -19,6 +19,26 @@ Collections: Code: URL: https://github.com/open-mmlab/mmdetection/blob/v2.0.0/mmdet/models/detectors/cascade_rcnn.py#L6 Version: v2.0.0 + - Name: Cascade Mask R-CNN + Metadata: + Training Data: COCO + Training Techniques: + - SGD with Momentum + - Weight Decay + Training Resources: 8x V100 GPUs + Architecture: + - Cascade R-CNN + - FPN + - RPN + - ResNet + - RoIAlign + Paper: + URL: http://dx.doi.org/10.1109/tpami.2019.2956516 + Title: 'Cascade R-CNN: Delving into High Quality Object Detection' + README: configs/cascade_rcnn/README.md + Code: + URL: https://github.com/open-mmlab/mmdetection/blob/v2.0.0/mmdet/models/detectors/cascade_rcnn.py#L6 + Version: v2.0.0 Models: - Name: cascade_rcnn_r50_caffe_fpn_1x_coco @@ -187,7 +207,7 @@ Models: Weights: https://download.openmmlab.com/mmdetection/v2.0/cascade_rcnn/cascade_rcnn_x101_64x4d_fpn_20e_coco/cascade_rcnn_x101_64x4d_fpn_20e_coco_20200509_224357-051557b1.pth - Name: cascade_mask_rcnn_r50_caffe_fpn_1x_coco - In Collection: Cascade R-CNN + In Collection: Cascade Mask R-CNN Config: configs/cascade_rcnn/cascade_mask_rcnn_r50_caffe_fpn_1x_coco.py Metadata: Training Memory (GB): 5.9 @@ -204,7 +224,7 @@ Models: Weights: https://download.openmmlab.com/mmdetection/v2.0/cascade_rcnn/cascade_mask_rcnn_r50_caffe_fpn_1x_coco/cascade_mask_rcnn_r50_caffe_fpn_1x_coco_bbox_mAP-0.412__segm_mAP-0.36_20200504_174659-5004b251.pth - Name: cascade_mask_rcnn_r50_fpn_1x_coco - In Collection: Cascade R-CNN + In Collection: Cascade Mask R-CNN Config: configs/cascade_rcnn/cascade_mask_rcnn_r50_fpn_1x_coco.py Metadata: Training Memory (GB): 6.0 @@ -228,7 +248,7 @@ Models: Weights: https://download.openmmlab.com/mmdetection/v2.0/cascade_rcnn/cascade_mask_rcnn_r50_fpn_1x_coco/cascade_mask_rcnn_r50_fpn_1x_coco_20200203-9d4dcb24.pth - Name: cascade_mask_rcnn_r50_fpn_20e_coco - In Collection: Cascade R-CNN + In Collection: Cascade Mask R-CNN Config: configs/cascade_rcnn/cascade_mask_rcnn_r50_fpn_20e_coco.py Metadata: Training Memory (GB): 6.0 @@ -252,7 +272,7 @@ Models: Weights: https://download.openmmlab.com/mmdetection/v2.0/cascade_rcnn/cascade_mask_rcnn_r50_fpn_20e_coco/cascade_mask_rcnn_r50_fpn_20e_coco_bbox_mAP-0.419__segm_mAP-0.365_20200504_174711-4af8e66e.pth - Name: cascade_mask_rcnn_r101_caffe_fpn_1x_coco - In Collection: Cascade R-CNN + In Collection: Cascade Mask R-CNN Config: configs/cascade_rcnn/cascade_mask_rcnn_r101_caffe_fpn_1x_coco.py Metadata: Training Memory (GB): 7.8 @@ -269,7 +289,7 @@ Models: Weights: https://download.openmmlab.com/mmdetection/v2.0/cascade_rcnn/cascade_mask_rcnn_r101_caffe_fpn_1x_coco/cascade_mask_rcnn_r101_caffe_fpn_1x_coco_bbox_mAP-0.432__segm_mAP-0.376_20200504_174813-5c1e9599.pth - Name: cascade_mask_rcnn_r101_fpn_1x_coco - In Collection: Cascade R-CNN + In Collection: Cascade Mask R-CNN Config: configs/cascade_rcnn/cascade_mask_rcnn_r101_fpn_1x_coco.py Metadata: Training Memory (GB): 7.9 @@ -293,7 +313,7 @@ Models: Weights: https://download.openmmlab.com/mmdetection/v2.0/cascade_rcnn/cascade_mask_rcnn_r101_fpn_1x_coco/cascade_mask_rcnn_r101_fpn_1x_coco_20200203-befdf6ee.pth - Name: cascade_mask_rcnn_r101_fpn_20e_coco - In Collection: Cascade R-CNN + In Collection: Cascade Mask R-CNN Config: configs/cascade_rcnn/cascade_mask_rcnn_r101_fpn_20e_coco.py Metadata: Training Memory (GB): 7.9 @@ -317,7 +337,7 @@ Models: Weights: https://download.openmmlab.com/mmdetection/v2.0/cascade_rcnn/cascade_mask_rcnn_r101_fpn_20e_coco/cascade_mask_rcnn_r101_fpn_20e_coco_bbox_mAP-0.434__segm_mAP-0.378_20200504_174836-005947da.pth - Name: cascade_mask_rcnn_x101_32x4d_fpn_1x_coco - In Collection: Cascade R-CNN + In Collection: Cascade Mask R-CNN Config: configs/cascade_rcnn/cascade_mask_rcnn_x101_32x4d_fpn_1x_coco.py Metadata: Training Memory (GB): 9.2 @@ -341,7 +361,7 @@ Models: Weights: https://download.openmmlab.com/mmdetection/v2.0/cascade_rcnn/cascade_mask_rcnn_x101_32x4d_fpn_1x_coco/cascade_mask_rcnn_x101_32x4d_fpn_1x_coco_20200201-0f411b1f.pth - Name: cascade_mask_rcnn_x101_32x4d_fpn_20e_coco - In Collection: Cascade R-CNN + In Collection: Cascade Mask R-CNN Config: configs/cascade_rcnn/cascade_mask_rcnn_x101_32x4d_fpn_20e_coco.py Metadata: Training Memory (GB): 9.2 @@ -365,7 +385,7 @@ Models: Weights: https://download.openmmlab.com/mmdetection/v2.0/cascade_rcnn/cascade_mask_rcnn_x101_32x4d_fpn_20e_coco/cascade_mask_rcnn_x101_32x4d_fpn_20e_coco_20200528_083917-ed1f4751.pth - Name: cascade_mask_rcnn_x101_64x4d_fpn_1x_coco - In Collection: Cascade R-CNN + In Collection: Cascade Mask R-CNN Config: configs/cascade_rcnn/cascade_mask_rcnn_x101_64x4d_fpn_1x_coco.py Metadata: Training Memory (GB): 12.2 @@ -389,7 +409,7 @@ Models: Weights: https://download.openmmlab.com/mmdetection/v2.0/cascade_rcnn/cascade_mask_rcnn_x101_64x4d_fpn_1x_coco/cascade_mask_rcnn_x101_64x4d_fpn_1x_coco_20200203-9a2db89d.pth - Name: cascade_mask_rcnn_x101_64x4d_fpn_20e_coco - In Collection: Cascade R-CNN + In Collection: Cascade Mask R-CNN Config: configs/cascade_rcnn/cascade_mask_rcnn_x101_64x4d_fpn_20e_coco.py Metadata: Training Memory (GB): 12.2 @@ -406,7 +426,7 @@ Models: Weights: https://download.openmmlab.com/mmdetection/v2.0/cascade_rcnn/cascade_mask_rcnn_x101_64x4d_fpn_20e_coco/cascade_mask_rcnn_x101_64x4d_fpn_20e_coco_20200512_161033-bdb5126a.pth - Name: cascade_mask_rcnn_r50_caffe_fpn_mstrain_3x_coco - In Collection: Cascade R-CNN + In Collection: Cascade Mask R-CNN Config: configs/cascade_rcnn/cascade_mask_rcnn_r50_caffe_fpn_mstrain_3x_coco.py Metadata: Training Memory (GB): 5.7 @@ -423,7 +443,7 @@ Models: Weights: https://download.openmmlab.com/mmdetection/v2.0/cascade_rcnn/cascade_mask_rcnn_r50_caffe_fpn_mstrain_3x_coco/cascade_mask_rcnn_r50_caffe_fpn_mstrain_3x_coco_20210707_002651-6e29b3a6.pth - Name: cascade_mask_rcnn_r50_fpn_mstrain_3x_coco - In Collection: Cascade R-CNN + In Collection: Cascade Mask R-CNN Config: configs/cascade_rcnn/cascade_mask_rcnn_r50_fpn_mstrain_3x_coco.py Metadata: Training Memory (GB): 5.9 @@ -440,7 +460,7 @@ Models: Weights: https://download.openmmlab.com/mmdetection/v2.0/cascade_rcnn/cascade_mask_rcnn_r50_fpn_mstrain_3x_coco/cascade_mask_rcnn_r50_fpn_mstrain_3x_coco_20210628_164719-5bdc3824.pth - Name: cascade_mask_rcnn_r101_caffe_fpn_mstrain_3x_coco - In Collection: Cascade R-CNN + In Collection: Cascade Mask R-CNN Config: configs/cascade_rcnn/cascade_mask_rcnn_r101_caffe_fpn_mstrain_3x_coco.py Metadata: Training Memory (GB): 7.7 @@ -457,7 +477,7 @@ Models: Weights: https://download.openmmlab.com/mmdetection/v2.0/cascade_rcnn/cascade_mask_rcnn_r101_caffe_fpn_mstrain_3x_coco/cascade_mask_rcnn_r101_caffe_fpn_mstrain_3x_coco_20210707_002620-a5bd2389.pth - Name: cascade_mask_rcnn_r101_fpn_mstrain_3x_coco - In Collection: Cascade R-CNN + In Collection: Cascade Mask R-CNN Config: configs/cascade_rcnn/cascade_mask_rcnn_r101_fpn_mstrain_3x_coco.py Metadata: Training Memory (GB): 7.8 @@ -474,7 +494,7 @@ Models: Weights: https://download.openmmlab.com/mmdetection/v2.0/cascade_rcnn/cascade_mask_rcnn_r101_fpn_mstrain_3x_coco/cascade_mask_rcnn_r101_fpn_mstrain_3x_coco_20210628_165236-51a2d363.pth - Name: cascade_mask_rcnn_x101_32x4d_fpn_mstrain_3x_coco - In Collection: Cascade R-CNN + In Collection: Cascade Mask R-CNN Config: configs/cascade_rcnn/cascade_mask_rcnn_x101_32x4d_fpn_mstrain_3x_coco.py Metadata: Training Memory (GB): 9.0 @@ -491,7 +511,7 @@ Models: Weights: https://download.openmmlab.com/mmdetection/v2.0/cascade_rcnn/cascade_mask_rcnn_x101_32x4d_fpn_mstrain_3x_coco/cascade_mask_rcnn_x101_32x4d_fpn_mstrain_3x_coco_20210706_225234-40773067.pth - Name: cascade_mask_rcnn_x101_32x8d_fpn_mstrain_3x_coco - In Collection: Cascade R-CNN + In Collection: Cascade Mask R-CNN Config: configs/cascade_rcnn/cascade_mask_rcnn_x101_32x8d_fpn_mstrain_3x_coco.py Metadata: Training Memory (GB): 12.1 @@ -508,7 +528,7 @@ Models: Weights: https://download.openmmlab.com/mmdetection/v2.0/cascade_rcnn/cascade_mask_rcnn_x101_32x8d_fpn_mstrain_3x_coco/cascade_mask_rcnn_x101_32x8d_fpn_mstrain_3x_coco_20210719_180640-9ff7e76f.pth - Name: cascade_mask_rcnn_x101_64x4d_fpn_mstrain_3x_coco - In Collection: Cascade R-CNN + In Collection: Cascade Mask R-CNN Config: configs/cascade_rcnn/cascade_mask_rcnn_x101_64x4d_fpn_mstrain_3x_coco.py Metadata: Training Memory (GB): 12.0