MIRA - Microscopic Image Recognition & Analysis

Real-time spore detection and quantification using deep learning

🔬 High Precision

Real-time microscopy analysis with YOLO object detection.

🤖 Automated

Automated spore counting and concentration calculation.

📈 Professional

Detailed Excel reports with comprehensive statistics.

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🛠️ Installation

Setup your environment and camera drivers.

Installation

📖 User Guide

Learn how to perform your first analysis.

Usage Guide

🤖 Training

Create your own YOLO models for custom detection.

Training Custom YOLO Models

📷 Hardware

Recommended cameras and microscope setups.

Hardware Requirements

🏗️ Architecture

Deep dive into MIRA’s modular design.

Architecture

✨ Features

Detailed list of all software capabilities.

Features

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📑 Main Navigation

Table of Contents:

• Installation
  • Requirements
  • Installation Methods
  • Dependencies
• Features
  • Advanced Camera Control
  • Professional Sample Management
  • Data Export & Analysis
  • User Interface & Workflow
• Usage Guide
  • Main Workflow Details
  • Advanced Features
  • Keyboard Shortcuts
• Training Custom YOLO Models
  • Phase 1: Image Acquisition
  • Phase 2: Annotation
  • Phase 3: Model Training
  • Phase 4: Using your Model in MIRA
• Architecture
  • Core Components
  • Custom UI Elements
• Hardware Requirements
  • Recommended Setup
  • System Specifications
  • GPU Acceleration
• About MIRA
  • Development Team
  • Institution
  • Citation
  • License & Support
• Frequently Asked Questions
  • Installation & Environment
  • Performance & Usage

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🚀 Quick Start

pip install mira-microscopy
mira

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