primus852 / mtt-signer

Sample Sign Implementation

Installation (Ubuntu 18.04)

Clone & Install OpenCv

• git clone https://github.com/primus852/mtt-signer
• cd mtt-signer
• sudo apt install python3-opencv

(optional) Install Virtual Env

• sudo apt-get install python3-venv
• python3 -m venv mtt-signer-env
• source mtt-signer-env/bin/activate

(optional) Upgrade pip

• pip3 install --upgrade pip
• sudo python3 -m pip install -U setuptools

Install dependencies

• pip install opencv-python
• pip install -qr ./yolov5/requirements.txt

Train the Model

• cd yolov5
• python3 ./train.py --img 416 --batch 16 --epochs 1000 --data ../config.yaml --cfg ../model.yaml --weights '' --name results --cache

Evaluate the Training

• python3 ./yolov5/detect.py --weights runs/train/results/weights/best.pt --img 416 --conf 0.4 --source ../data/test/images

Results

Results can be found in /yolov5/runs/train