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Ensemble Mask-aided R-CNN

This is the test code of ensemble mask-aided r-cnn for EAD2019 challenge workshop

Requirements

Pytorch==1.0.0

maskrcnn-benchmark==0.1

pre-trained models

ID Model Backbone Weights
0 Faster R-CNN Resnet50 model_final.pth
1 Mask-aided R-CNN Resnet50 model_final.pth
2 Faster R-CNN Resnet50+FPN model_final.pth
3 Mask-aided R-CNN Resnet50+FPN model_final.pth
4 Faster R-CNN Resnet101+FPN model_final.pth
5 Mask-aided R-CNN Resnet101+FPN model_final.pth
6 Faster R-CNN ResneXt101+FPN model_final.pth
7 Mask-aided R-CNN ResneXt101+FPN model_final.pth

test

python3.6 tools/test_net.py --config-file "configs/e2e_mask_rcnn_R_50_C4_1x_ead_whole.yaml" MODEL.MASK_ON True MODEL.ROI_BOX_HEAD.NUM_CLASSES 6 TEST.IMS_PER_BATCH 1 OUTPUT_DIR "./Checkpoint/01_resnet50_mask_decay_1e_4"

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