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Project focused on item recognition using Machine Learning - able to identify over 50 packaged items and over 20 fresh items

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fawwazali24/Smart-Vision-Project

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Smart Vision - Flipkart Grid 6.0

A real-time object detection system built for Flipkart Grid 6.0, leveraging the power of YOLOv8 to accurately detect objects from a live camera feed via a sleek, minimal web interface.


Overview

Smart Vision is a computer vision application trained on the YOLOv8 dataset to detect and classify fresh and packaged objects from live video input.


Key Features

  • Real-Time Detection using YOLOv8
  • Live Camera Feed integration via Web App
  • Fast and Lightweight model for smooth performance
  • Custom-Trained Model on relevant dataset

Tech Stack

Component Tech Used
Object Detection YOLOv8 (Ultralytics)
Backend Python, Flask
Frontend HTML, CSS, JS
Live Feed OpenCV (cv2)

Model Training

  • Used Ultralytics' YOLOv8 implementation.

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Project focused on item recognition using Machine Learning - able to identify over 50 packaged items and over 20 fresh items

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