Open3

yolov7 hand

PINTOPINTO
python src/yolov7/train.py \
--img-size 640 \
--cfg src/cfg/training/yolov7.yaml \
--hyp data/hyp.scratch.yaml \
--batch 60 \
--epoch 3000 \
--data data/hand_data.yaml \
--weights src/models/yolov7_training.pt \
--workers 4 \
--name yolo_hand_det \
--device 0

python src/yolov7/train.py \
--img-size 640 \
--cfg src/cfg/training/yolov7.yaml \
--hyp data/hyp.scratch.yaml \
--batch 8 \
--epoch 3000 \
--data data/hand_data.yaml \
--weights src/models/yolov7_training.pt \
--workers 4 \
--name yolo_hand_det \
--device 0

python src/yolov7/detect.py \
--source 0 \
--device 0 \
--weights yolov7_training.pt \
--conf 0.25 \
--name yolo_hand_det \
--view-img
PINTOPINTO
python src/convert_annotations.py \
--images data/coco/COCO-Hand/COCO-Hand-Big/COCO-Hand-Big_Images \
--annotations data/coco/COCO-Hand/COCO-Hand-Big/COCO-Hand-Big_annotations.txt

python src/convert_annotations.py \
--images data/coco/COCO-Hand/COCO-Hand-Big/COCO-Hand-Big_Images \
--annotations data/coco/COCO-Hand/COCO-Hand-Big/COCO-Hand-Big_annotations.txt \
--plot

python src/convert_annotations.py \
--images data/coco/COCO-Hand/COCO-Hand-S/COCO-Hand-S_Images \
--annotations data/coco/COCO-Hand/COCO-Hand-S/COCO-Hand-S_annotations.txt

python src/convert_annotations.py \
--images data/coco/COCO-Hand/COCO-Hand-S/COCO-Hand-S_Images \
--annotations data/coco/COCO-Hand/COCO-Hand-S/COCO-Hand-S_annotations.txt \
--plot


python src/prepare_data.py \
--path data/coco/COCO-Hand/COCO-Hand-Big/COCO-Hand-Big_Images

python src/prepare_data.py \
--path data/coco/COCO-Hand/COCO-Hand-S/COCO-Hand-S_Images