Pinned Loading

1. YOLO-Vision-Mini-Projects YOLO-Vision-Mini-Projects Public

   Hands-on YOLOv8 computer vision mini-projects in Python: single-image detection, live webcam inference, multi-object video detection, bottle counting by tracking IDs, people trajectory tracing, and…

   Jupyter Notebook

2. Leaf-Disease-Detection-via-Faster-RCNN Leaf-Disease-Detection-via-Faster-RCNN Public

   A complete deep learning implementation for detecting and localizing leaf diseases using Faster R-CNN with ResNet50 + FPN backbone. This project demonstrates the end-to-end pipeline for object dete…

   Jupyter Notebook

3. Real-Time-Motion-Detection-System Real-Time-Motion-Detection-System Public

   A Python-based security system using OpenCV for real-time motion detection. It employs frame differencing and contour analysis to detect intruders, visualize movements with bounding boxes, and auto…

   Jupyter Notebook

4. Pneumonia-Detection-via-MobileNetV2 Pneumonia-Detection-via-MobileNetV2 Public

   Automated pneumonia detection from chest X-ray images using MobileNetV2 with transfer learning and structured fine-tuning. The system incorporates ROC-AUC analysis, decision threshold optimization,…

   Jupyter Notebook

5. Medical-Insurance-Cost-Prediction Medical-Insurance-Cost-Prediction Public

   Predicting medical insurance charges using Multiple Linear Regression enhanced with Lasso feature selection. The workflow included data preprocessing, feature encoding, multicollinearity check (VIF…

   Jupyter Notebook

6. MarketBasketOptimisation_Apriori MarketBasketOptimisation_Apriori Public

   Market Basket Analysis using Apriori algorithm to uncover hidden purchasing patterns. Leverages Python, Pandas, and MLxtend to generate association rules based on Support, Confidence, and Lift metr…

   Jupyter Notebook