https://github.com/devashishprasad/tkinter-real-time-classifier
This is a tkinter based GUI for tensorflow classifier to classify various products in real time
https://github.com/devashishprasad/tkinter-real-time-classifier
Last synced: 3 months ago
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This is a tkinter based GUI for tensorflow classifier to classify various products in real time
- Host: GitHub
- URL: https://github.com/devashishprasad/tkinter-real-time-classifier
- Owner: DevashishPrasad
- Created: 2018-06-19T11:46:14.000Z (almost 7 years ago)
- Default Branch: master
- Last Pushed: 2018-06-19T17:58:34.000Z (almost 7 years ago)
- Last Synced: 2025-01-16T09:43:29.028Z (4 months ago)
- Language: Python
- Size: 1.09 MB
- Stars: 2
- Watchers: 1
- Forks: 1
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Tkinter-Real-Time-Classifier
This is a tkinter based GUI for tensorflow classifier to classify various products in real time
### You need to have these files before executing the file-
1. model_file (By default at "tf_files/retrained_graph.pb") And
2. label_file (By default at "tf_files/retrained_labels.txt")
### Other Dependencies
1. Python
2. Tensorflow (CPU or GPU)
3. OpenCV (cv2)
4. Tkinter
5. 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*
### Sample screens based on my tensorflow classifier
Youtube based video demonstartion will be comming soon