A collection of notebooks for my final year project. The notebooks are used to create a virtual personal trainer to check bicep curls, squats and overhead presses.

This is a jupyter notebook program to train and detect the hand gestures of american signlanguage using LSTM and Mediapipe

VoiceVault is a digital platform designed to support mental health by providing asolution for handling stress and mental load. Our platform serves as a second brain, a smart digital notebook that allows users torecord their thoughts, encounters, and daily experiences.

This notebook demonstrates an end-to-end pipeline for sign language action detection. Keypoints are extracted from video frames using Mediapipe and stored as coordinate sequences. An LSTM neural network is developed and trained to classify actions based on these sequences from live data.