Object Detection using Keras YOLOv1

Keras implementation of You Only Look Once. https://pjreddie.com/darknet/yolo/
Using 17 Category Flower Dataset. http://www.robots.ox.ac.uk/~vgg/data/flowers/17/

You Only Look Once: Unified, Real-Time Object Detection
Joseph Redmon, Santosh Divvala, Ross Girshick, Ali Farhadi

Training Usage

python TrainingModel.py train_data_file validation_data_file output_model_file

ex)
python TrainingModel.py ./data/train_data.txt ./data/validation_data.txt ./model/yolo_model.h5

Training Result

Detection Usage

python DetectionImage.py input_model_file label_file input_image_file output_image_file

ex)
python DetectionImage.py ./model/yolo_model.h5 ./model/flower_classes.txt
  ./example/tulip.jpg ./example/tulip_result.jpg

Detection Result