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Manipulating and detecting objects using PIL,YOLO and pytorch for deep learning

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Object Detection AI

Welcome to the Object Detection AI repository! This project contains scripts and resources for object detection using various AI models and computer vision techniques.

Scripts

  • FLIP.py: Python script to flip images horizontally and vertically.
  • Grayscale_images.py: Python script to convert images to grayscale.
  • Rotate.py: Python script to rotate images by a specified angle.
  • detect.py: Python script for object detection using YOLOv5 model.

Models

  • yolov5n.pt: Pre-trained YOLOv5 model checkpoint.
  • yolov5s.pt: Pre-trained YOLOv5 small model checkpoint.
  • yolov8n-seg.pt: Pre-trained YOLOv8 segmentation model checkpoint.

Images and Videos

  • bus.jpg: Sample image of a bus.
  • car.jpg: Sample image of a car.
  • video1.mp4: Sample video file for testing object detection.

Usage

To run the scripts, ensure you have the required dependencies installed. You can use the following commands:

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