AI Rebar Count

钢筋数量识别比赛

Requirements

• mmdetection
• Python3
• Pytorch 0.4

How to run it?

convert voc data to custom data

cd tools/convert_datasets

python pascal_voc.py ../../data/VOCdevkit -o ../../data/coco

train model

python train.py configs/pascal_voc/cascade_rcnn_dconv_c3-c5_r101_fpn_1x.py

eval model use voc

python voc_eval.py work_dirs/cascade_rcnn_dconv_c3-c5_r101_fpn_1x/result.pkl ./configs/pascal_voc/cascade_rcnn_dconv_c3-c5_r101_fpn_1x.py

test model（no ground truth）

python test_no_ground_truth.py ./configs/pascal_voc/cascade_rcnn_dconv_c3-c5_r101_fpn_1x.py ./work_dirs/cascade_rcnn_dconv_c3-c5_r101_fpn_1x/latest.pth --out work_dirs/result.pkl

convert submissons file

python ./util/convert_submissons.py