YOLOv3 implementation in TensorFlow 2.0

Installation

pip3 install -r ./requirements.txt
wget https://pjreddie.com/media/files/yolov3.weights -O ./yolov3.weights

Detect image

python detect.py --image ./image.jpg --output ./output.jpg

Detect video

python detect_video.py --video ./video.mp4

# for webcam
python detect_video.py --video 0

Papers and thanks

• YOLO website
• YOLOv3 paper
• NMS paper
• NMS implementation
• GIOU Paper
• DarkNet Implementation
• YOLO implementation