Video_analysis

Overview

This repository contains a Python script for analyzing video footage of bee interactions. The script tracks the trajectories of bees, calculates interaction probabilities, and provides insights into their behaviors.

Table of Contents

1. Features
2. Technologies Used
3. Installation
4. Usage

Features

• Analyzes video footage to track the trajectories of multiple bees.
• Calculates interaction probabilities based on tracked data.
• Generates visualizations to display bee movement patterns.
• Supports long video recordings for comprehensive analysis.

Technologies Used

• Programming Language: Python
• Video Analysis: OpenCV
• Data Manipulation: NumPy, Pandas

Installation

1. Git clone using : git clone https://github.com/harneet862/video_analysis.git
2. cd video-analysis-bee
3. Install the required dependencies: pip install opencv-python numpy pandas matplotlib
4. Prepare your video files in the appropriate format (e.g., MP4, AVI).

Usage

1. Run the video analysis script: python video_analysis.py --input <path_to_your_video> --output <path_to_output_file> Replace <path_to_your_video> with the path to the video file and <path_to_output_file> with the desired output file name.
2. The script will process the video and generate output visualizations and interaction probabilities.

Data Analysis

• The script processes video footage to derive interaction probabilities between tracked bees.
• Data is organized and visualized to highlight movement patterns and interactions.