TensorFlow + Keras actual combat YOLO v3 target detection tutorial with pictures and texts

Run step
1. Download YOLOv3 weights from YOLO official website

wget https://pjreddie.com/media/files/yolov3.weights

The download process is shown in the figure:

2. Convert Darknet YOLO model to Keras model

python convert.py yolov3.cfg yolov3.weights model_data/yolo.h5

The conversion process is shown in the figure:

3. Run YOLO target detection

python yolo.py

You need to download an image, and then enter the name of the image, as shown:

I didn't use the classic picture, I just found one from the Internet, see the image watermark for the source:

Recognition effect:

Project address: https://github.com/qqwweee/keras-yolo3

Tutorial from: http://objectdetection.cn/