Object Detection & Security AI
Traffic Signs Recognition
Autonomous driving component for real-time traffic sign classification using Faster R-CNN.
Tomato Detection (YOLOv8)
Smart agri-tech solution for automated crop monitoring and ripeness detection.
Automatic License Plate Recognition
High-precision ALPR system for traffic enforcement and parking management.
Medical Imaging & Neural Segmentation
Brain Tumor Segmentation
Medical imaging AI using Mask R-CNN for precise tumor boundary detection.
Fish Image Segmentation
Monitoring marine biodiversity using U-Net for pixel-wise aquatic life segmentation.
Wildlife Detection & Species ID
Conservation tech using Faster R-CNN for automated species monitoring in the wild.
Classification & Human-Centric Vision
Facial Expression Recognition
Sentiment analysis via facial landmarks for adaptive user interfaces.
Driver Drowsiness Alert System
Critical safety AI monitoring eyelid movements to prevent fatigue-related accidents.
90 Animals Image Classification
Fine-tuned EfficientNetB0 achieving SOTA accuracy on diverse animal datasets.
Natural Scenes Recognition
Multi-class landscape and environment classification using Deep CNNs.
Generative AI & Image Synthesis
Flickr Faces Image Generation
Using DCGANs to generate realistic human faces based on the FFHQ dataset.
MNIST Image Generation
Zero-to-hero implementation of Deep Convolutional GANs for digit synthesis.
Advanced Object Detection & Tracking
Car Object Detection (YOLOv8)
High-speed vehicle detection system for intelligent traffic monitoring.
Construction Site Safety Detection using YOLOv8
YOLOv8-based monitoring for PPE compliance and hazard identification.
Safety Helmet Detection using Faster R-CNN
Industrial safety AI using Faster R-CNN for real-time helmet verification.
Fruits Detection (YOLOv8)
Automated produce grading and detection for retail and agriculture.
Soccer Player Re-identification
YOLOv11 implementation for cross-camera player tracking and recognition.
Pistol Object Detection
Security-focused AI using Faster R-CNN for weapon threat detection.
Medical & Instance Segmentation
Malaria Detection
CNN-based cell imaging analysis for rapid malaria parasite identification.
Road Lane Instance Segmentation
Autonomous driving AI using Mask R-CNN for precise lane boundary detection.
Germinated Seeds Segmentation
Mask R-CNN model for identifying and counting germinated seeds in agriculture.