├── README.md ├── Training_Test_Using_Prepared_Datasets.py ├── doc ├── FYP demo. video.mp4 └── SYSTEM FRAMEWORK.png ├── gesture_recognition_system.py └── model files ├── Normalization.pkl ├── PCA.m ├── dynamic_classifier_hmm_J.pkl ├── dynamic_classifier_hmm_Z.pkl ├── empty.txt ├── preclassifier_lstm.h5 └── static_classifier_knn.pkl /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JianqiaoMao/Real-time-Vision-based-Sign-Language-Recognition-System/HEAD/README.md -------------------------------------------------------------------------------- /Training_Test_Using_Prepared_Datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JianqiaoMao/Real-time-Vision-based-Sign-Language-Recognition-System/HEAD/Training_Test_Using_Prepared_Datasets.py -------------------------------------------------------------------------------- /doc/FYP demo. video.mp4: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JianqiaoMao/Real-time-Vision-based-Sign-Language-Recognition-System/HEAD/doc/FYP demo. video.mp4 -------------------------------------------------------------------------------- /doc/SYSTEM FRAMEWORK.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JianqiaoMao/Real-time-Vision-based-Sign-Language-Recognition-System/HEAD/doc/SYSTEM FRAMEWORK.png -------------------------------------------------------------------------------- /gesture_recognition_system.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JianqiaoMao/Real-time-Vision-based-Sign-Language-Recognition-System/HEAD/gesture_recognition_system.py -------------------------------------------------------------------------------- /model files/Normalization.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JianqiaoMao/Real-time-Vision-based-Sign-Language-Recognition-System/HEAD/model files/Normalization.pkl -------------------------------------------------------------------------------- /model files/PCA.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JianqiaoMao/Real-time-Vision-based-Sign-Language-Recognition-System/HEAD/model files/PCA.m -------------------------------------------------------------------------------- /model files/dynamic_classifier_hmm_J.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JianqiaoMao/Real-time-Vision-based-Sign-Language-Recognition-System/HEAD/model files/dynamic_classifier_hmm_J.pkl -------------------------------------------------------------------------------- /model files/dynamic_classifier_hmm_Z.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JianqiaoMao/Real-time-Vision-based-Sign-Language-Recognition-System/HEAD/model files/dynamic_classifier_hmm_Z.pkl -------------------------------------------------------------------------------- /model files/empty.txt: -------------------------------------------------------------------------------- 1 | 13r 2 | -------------------------------------------------------------------------------- /model files/preclassifier_lstm.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JianqiaoMao/Real-time-Vision-based-Sign-Language-Recognition-System/HEAD/model files/preclassifier_lstm.h5 -------------------------------------------------------------------------------- /model files/static_classifier_knn.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JianqiaoMao/Real-time-Vision-based-Sign-Language-Recognition-System/HEAD/model files/static_classifier_knn.pkl --------------------------------------------------------------------------------