Pet Project #1

Motorbike and Car Detection in Vietnam

KerasYoloV3 TrafficTracking

Prepare data

1/Install labelme

Follow step-by-step of this Git to install https://github.com/wkentaro/labelme

2/Begin to label

Create label with exact name [car] [motorbike] and Save .json annotation and image file in respective folder [labels] [images]

3/Convert from labelme JSON to Pascal VOC

Because Keras YOLO V3 required Pasal VOC annotation so we have to convert it. Please use labelme2voc.py script included in this git to convert labelme JSON to Pasal VOC for Keras YOLO V3.

Train Data

Further instruction is inside the Colab Notebook.

Please download Processed Pascal VOC Dataset here: https://drive.google.com/file/d/1MbeTDfv1lAviFmHz-IxXfskZc6YV1ER6/view?usp=sharing