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Anthony Lee's Projects

autodeeplab icon autodeeplab

Pytorch Implementation the paper Auto-DeepLab Hierarchical Neural Architecture Search for Semantic Image Segmentation

dinoruntutorial icon dinoruntutorial

Accompanying code for Paperspace tutorial "Build an AI to play Dino Run"

mediapipe icon mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

my_nlp icon my_nlp

practice of some basic skills for NLP

real-time-vernacular-sign-language-recognition-using-mediapipe-and-machine-learning icon real-time-vernacular-sign-language-recognition-using-mediapipe-and-machine-learning

The deaf-mute community have undeniable communication problems in their daily life. Recent developments in artificial intelligence tear down this communication barrier. The main purpose of this paper is to demonstrate a methodology that simplified Sign Language Recognition using MediaPipe’s open-source framework and machine learning algorithm. The predictive model is lightweight and adaptable to smart devices. Multiple sign language datasets such as American, Indian, Italian and Turkey are used for training purpose to analyze the capability of the framework. With an average accuracy of 99%, the proposed model is efficient, precise and robust. Real-time accurate detection using Support Vector Machine (SVM) algorithm without any wearable sensors makes use of this technology more comfortable and easy.

where_am_i icon where_am_i

A classification task to figure out where you are

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