Pinned Repositories
Amazon_sales_prediction
Amazon sales count prediction
listen2me
Listening to Some Arabic Words to improve prononciation
object-detection-using-pytorch
RESNET-34 model to detect common objects in an image, trained on the PASCAL VOC dataset
python-arabic-reshaper
Reconstruct Arabic sentences to be used in applications that don't support Arabic
pytorch-VideoDataset
Tools for loading video dataset and transforms on video in pytorch. You can directly load video files without preprocessing.
sign-language-animation
3D Animation System for Turkish Sign Language
TonicBot
TonicBot is a conversational chatbot to help people learn another language with correct pronunciation, built with state-of-the-art computer assisted pronunciation training (CAPT) technology.
UNetPlusPlus-MrGiovanni
Official Keras Implementation for UNet++ in IEEE Transactions on Medical Imaging and DLMIA 2018
mbencherif's Repositories
mbencherif/UNetPlusPlus-MrGiovanni
Official Keras Implementation for UNet++ in IEEE Transactions on Medical Imaging and DLMIA 2018
mbencherif/Continous-Sign-Language-Translator-friday7
Sign language interpreters are currently required for interpreting the speech impaired people. This skill-based job of interpreters is cumbersome and hence the number of interpreters per capita across majority countries are very low or decreasing. We aim to harness technology in developing a powerful continuous sign language gestures recognition system. This computer vision-based approach will be used to recognise Argentinian sign language gestures from a video. Translating these sign language gestures is considered a monumental task in this field. The project proposes to investigate whether sign language gestures can be recognised by using a trained modified Inception V3 working as a feature selector and classifier, with a LTSM Recurrent Neural Network. Two separate approaches have been applied to recognise the Argentinian gestures. The Global Max Pooling approach outperforms the SoftMax approach, with a model accuracy of 86.10% on validation set and 75.2% on test set. Using the Inception V3 model as a feature extractor for LTSM RNN worked more efficiently and produced better results than using the Inception V3 model as a classifier. These results show the effectiveness of the research conducted. This research will help in classifying and recognising continuous sign language gestures based on machine vision. This in turn will assist people that are affected by speech and hearing impairment in understanding, translating and recognising sign gestures.
mbencherif/DataSet
Sample Dataset of the Arabic Corr
mbencherif/DeepSpeech-API
The code enables users to use Mozilla's Deep Speech model over the Web Browser.
mbencherif/FastSpeech2-ga642381
Multi-Speaker Pytorch FastSpeech2: Fast and High-Quality End-to-End Text to Speech :fist:
mbencherif/Hand-Gesture-Recognition-Mediapipe-Vargha
mbencherif/Hands-On-Chatbots-and-Conversational-UI-Development
Hands-On Chatbots and Conversational UI Development, published by Packt
mbencherif/Hands-On-GPU-Programming-with-Python-and-CUDA
Hands-On GPU Programming with Python and CUDA, published by Packt
mbencherif/Hands-On-Natural-Language-Processing-with-Pytorch
Hands-On Natural Language Processing with Pytorch [Video], by Packt Publishing
mbencherif/Hands-on-Neuroevolution-with-Python
Hands-on Neuroevolution with Python, Published by Packt
mbencherif/Hands-On-Predictive-Analytics-with-Python
Hands-On Predictive Analytics with Python, published by Packt
mbencherif/img2vec-christiansafka
:fire: Use pre-trained models in PyTorch to extract vector embeddings for any image
mbencherif/Learning-Robotics-using-Python
Learning Robotics using Python, published by Packt
mbencherif/Leveraging-Self-Supervised-Learning-for-AVSR-LumiaGroup
Official PyTorch implementation of paper Leveraging Unimodal Self Supervised Learning for Multimodal Audio-Visual Speech Recognition
mbencherif/Linux-Device-Drivers-Development
Linux Device Drivers Development, published by Packt
mbencherif/NSLT.tensorflow-1.11
Tensoflow 1.11 implementation of the Neural Sign Language Translation CVPR 2018 paper
mbencherif/Python-Machine-Learning-in-7-Days
Python Machine Learning in 7 Days, published by Packt
mbencherif/PyTorch-for-Deep-Learning-and-Computer-Vision
Code Repository for PyTorch for Deep Learning and Computer Vision, published by Packt
mbencherif/ROS-Robotics-Projects
ROS Robotics Projects, published by Packt
mbencherif/SignLangGNN-Anin
Doing the asl sign language classification on static images using graph neural networks.
mbencherif/speech-to-sign-thisisashukla
A Web App for Speech to Sign Language conversion
mbencherif/Speech_or_text_to_sign_language_animation-anurakgi
A web application which takes in live audio speech recording as input, converts it into text and displays the relevant Indian Sign Language animations.
mbencherif/Temporal-Lift-Pooling-hulianyuyy
Temporal Lift Pooling for Continuous Sign Language Recognition
mbencherif/TextBox-Rucaibox
TextBox 2.0 is a text generation library with pre-trained language models
mbencherif/TextGAN-PyTorch-WillianSYSU
TextGAN is a PyTorch framework for Generative Adversarial Networks (GANs) based text generation models.
mbencherif/TFODCourse-nicknochnack
mbencherif/The-Complete-Node.js-Developer-Course-3rd-Edition-
The Complete Node.js Developer Course (3rd Edition), published by Packt
mbencherif/tutorials-2
MONAI Tutorials
mbencherif/VAC_CSLR-ycmin95
Visual Alignment Constraint for Continuous Sign Language Recognition. ( ICCV 2021)
mbencherif/Writing-AWS
📚📝 Notes on the journey