ITI121-25S2/8492810P

Coin & Sock Detector 🪙🧦

An object detection application that identifies coins and socks in images and videos using a custom-trained YOLOv11s model.

Features

• Image Detection: Upload an image to detect coins and socks
• Video Detection: Process videos frame-by-frame with bounding box annotations
• Real-time Results: Instant visualization of detected objects

Model Performance

• Architecture: YOLOv11s
• Training Epochs: 50
• mAP@0.5: 99.5%
• mAP@0.5:0.95: 88.17%
• Classes: Coins, Socks

How to Use

Image Detection

1. Click on the "Image" tab
2. Upload an image containing coins and/or socks
3. Click the "Detect" button
4. View the results with bounding boxes

Video Detection

1. Click on the "Video" tab
2. Upload a video file
3. Click the "Detect" button
4. View the processed video with detections

Project Information

• Student ID: 8492810P
• Course: ITI121