Empty Space detection in images of retail shelves using improved YOLOv5
Sample dataset images:
Detection Results:
Final Model has a mAP of 98.3% and Detection time of 0.42 seconds.
Inference:
27.5% reduction in number of parameters, 19.8% decrease in detection time and 2% increase in mAP is observed for final model compared to base YOLOv5 model