Vietnamese Student Feedback Sentiment Analysis

UNet detection of road networks and buildings

Detect Traffic lights using YoloV4 and use CNN for more accurately classifying the state of traffic lights

Monitor the environs of the house with multiple cameras and Raspberry Pi, Python, MQTT and Node-Red.

End-to-end deep learning project...

This project implements a Siamese Neural Network for efficient image triplet analysis, seamlessly integrating OpenCV for image collection. Three categories of images - positive, negative, and anchor - are collected using OpenCV and preprocessed to standardize dimensions to 100x100 pixels in JPEG format.

SJFit.Ai is designed for San Jose State University students and anyone looking to lead a fit lifestyle. This application tracks users' physical activity by analyzing joint angles. By implementing APIs such as MediaPipe, OpenCV, and AI algorithms, SJFit.Ai automatically counts workout repetitions during the user's exercise routines.

This project explains how to move from a Jupyter notebook phase to a production ready training script that can run in a distributed training mode using Azure ML, Horovod and TF

Building a simple chat-bot using Microsofts MetaLWOz dataset.

Industry 4.0 collaborations with Control2K, for using AI on IOT devices to analyse factory machinery

Data preprocessing and visualization using Python.