In this paper, an Indian sign language recognition using Python program has been developed. This work was taken up by keeping in mind the difficulties that are faced by differently abled people, for instance, people who cannot speak, or those who cannot hear. The code has been written in ...
python 3.6.5 tensorflow 1.8.0 keras 2.2.0 opencv-python 3.4.1.15For the training of the neural networks a GPU is necessary (eg aws p2.xlarge). The live demo works on an ordinary laptop (without GPU), eg MacBook Pro, i5, 8GB....
opencvnatural-language-processingmachine-translationunity-3dpython-3attention-mechanism3dcnnamerican-sign-languagesign-language-recognizersign-language-recognitionsign-language-translation UpdatedFeb 10, 2020 Python A helpful application that uses your camera to turn sign language into written words, making comm...
Sign language recognition, especially the sentence recognition, is of great significance for lowering the communication barrier between the hearing/speech impaired and the non-signers. The general glove solutions, which are employed to detect motions of
Chollet F (2015) Keras: the python deep learning library. https://keras.io Das P, Tanvir A, Ali M (2020) Static hand gesture recognition for american sign language using deep convolutional neural network. pp 1762–1765 Drigas A, Ioannidou R (2013) Icts in special education: a review. ...
Python 3.10 was used to create the algorithm. Google Colab is utilised for training and testing in the second task, which involves sign language recognition. 3.3. Performance Analysis Three metrics have been used to evaluate the effectiveness of the proposed algorithm: (1) Reduction rate (R) ...
python dataset_stats.py To train the SAN model for SLR (Sign Language Recognition) python train_slr.py To train the SAN model for SLT (Sign Language Translation) python train_slt.py Built With Pytorch- ML library Opencv- Open Source Computer Vision Library ...
sign-languagesign-language-recognitionsign-language-translationsign-language-classifiersign-language-datasets UpdatedMar 18, 2023 Python harshbg/Sign-Language-Interpreter-using-Deep-Learning Star493 Code Issues Pull requests A sign language interpreter using live video feed from the camera. ...
Scikit-learn: machine learning in python. http://scikit-learn.org/ Mohandes, M., Aliyu, S., Deriche, M.: Arabic sign language recognition using the leap motion controller. In: IEEE International Symposium on Industrial Electronics, pp. 960–965. IEEE Press, New York (2014) Google Schola...
Machine Learning based Approach for Indian Sign Language Recognition Vishal Munnaluri...Parminder Singh Jun 2022 3 被引用 · 0 笔记 引用 领域 · Natural language processing· Linguistics· Artificial intelligence· Programming language· Python (programming language)· Visual language· Sign language...