Morse Code Decoder & Detector with Deep Learning
Toy Project: Classification and Detection of representative lung diseases, Lung Opacity and COVID-19, from X-Ray Radiography.
Object Detection and Counting
A complete end-to-end pipeline for extracting structured data from chart and graph images
Successfully developed an object detection model using Faster R-CNN to detect vehicles and traffic-related objects in real-time road scenes, supporting smart traffic monitoring and surveillance applications.
Exercises and projects in Machine Learning Course
Successfully developed a wildlife detection model using Faster R-CNN to identify and localize animals in natural habitats, supporting conservation efforts and ecological research.
Successfully established a robust Pistol Object Detection system using Faster R-CNN with ResNet50 RPN, capable of accurately identifying and localizing firearms in images. Integrated the model into both a Streamlit web app for interactive visualization and a Telegram bot for real-time pistol detection and alerting.
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