https://github.com/easonlai/tensorflow_hand_gesture_recognition

Hand Gesture Recognition with Tensorflow
https://github.com/easonlai/tensorflow_hand_gesture_recognition

cnn cnn-classification cnn-keras cnn-model flask flask-api flask-restful flask-web gesture-recognition hand-gesture-recognition keras keras-tensorflow tensorflow tensorflow2

Last synced: 29 days ago
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Hand Gesture Recognition with Tensorflow

• Host: GitHub
• URL: https://github.com/easonlai/tensorflow_hand_gesture_recognition
• Owner: easonlai
• Created: 2021-04-17T15:27:50.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2021-04-17T15:40:00.000Z (almost 4 years ago)
• Last Synced: 2024-11-10T23:38:59.900Z (3 months ago)
• Topics: cnn, cnn-classification, cnn-keras, cnn-model, flask, flask-api, flask-restful, flask-web, gesture-recognition, hand-gesture-recognition, keras, keras-tensorflow, tensorflow, tensorflow2
• Language: Jupyter Notebook
• Homepage:
• Size: 5.11 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Hand Gesture Recognition with Tensorflow

* model_train/tensorflow_hand_gesture_recognition.ipynb <-- Model training for simple CNN model with 2 hand gestures.

* model_train/tensorflow_hand_gesture_recognition_resnet50.ipynb <-- Model training for Resnet50 CNN model with 2 hand gestures.

* model_train/tensorflow_hand_gesture_recognition_2.ipynb <-- Model training for simple CNN model with 4 hand gestures.

* model_serve/score.py <-- Score image file and save result into json under score_result folder.

* model_server/score_result_api.py <-- Serve model result via Resful API.

* model_server/score_result_web.py <-- Serve model result via simple website.