MMDetection-inference by demo
mm/demo/image_demo.py
Image
python demo/image_demo.py \\
${IMAGE_FILE} \\
${CONFIG_FILE} \\
${CHECKPOINT_FILE} \\
[--device ${GPU_ID}] \\
[--score-thr ${SCORE_THR}] python demo/image_demo.py \\
demo/demo.jpg \\
configs/faster_rcnn/faster_rcnn_r50_fpn_1x_coco.py \\
checkpoints/faster_rcnn_r50_fpn_1x_coco_20200130-047c8118.pth \\
--device cuda:6
--score-thr 0.4 https://mmdetection.readthedocs.io/en/latest/1_exist_data_model.html#high-level-apis-for-inference
video
python demo/video_demo.py \\
${VIDEO_FILE} \\
${CONFIG_FILE} \\
${CHECKPOINT_FILE} \\
[--device ${GPU_ID}] \\
[--score-thr ${SCORE_THR}] \\
[--out ${OUT_FILE}] \\
[--show] \\
[--wait-time ${WAIT_TIME}] !python demo/video_demo.py \\
demo/demo.mp4 \\
configs/faster_rcnn/faster_rcnn_r50_fpn_1x_coco.py \\
checkpoints/faster_rcnn_r50_fpn_1x_coco_20200130-047c8118.pth \\
--device cuda:6
--score-thr 0.6
--out ../dataout/demo_result.mp4
