This is a tkinter based GUI for tensorflow classifier to classify various products in real time
- model_file (By default at "tf_files/retrained_graph.pb") And
- label_file (By default at "tf_files/retrained_labels.txt")
- Python
- Tensorflow (CPU or GPU)
- OpenCV (cv2)
- Tkinter
- PIL
Once you have fulfilled the above requirements, go ahead and execute the gui_for_classifier.py
file
You will see the live video feed from your webcam in the frame on left side
You need to click predict button to make a prediction
Results will be shown on the right hand side. You can change appearance of your reults based on your labels. I have set Green if the label is other than not product which means product is a good product or correct product.
Red if object or product is a false product and orange for not aligned
Youtube based video demonstartion will be comming soon