kkthyagharajan/Insect_CameraFeed

🦋 Multi-Model Insect Classification System with Camera Feed - A Web/Mobile App

Developed by Dr. Thyagharajan K K

Description

AI-powered insect classification application featuring multiple state-of-the-art deep learning models. Upload images to identify insect species with confidence scores and top-3 predictions.

Features

• —🎯 Multiple pre-trained models (Inception V3, EfficientNet, ResNet50)
• —📸 Upload custom images or use sample test images
• —📊 Confidence scores with top-3 predictions
• —🚀 Fast inference with model caching
• —📱 Responsive design for web and mobile

Models Available

• —Inception V3 - High accuracy, balanced performance
• —EfficientNet B0 - Efficient and lightweight
• —ResNet50 - Deep residual learning
• —(More models coming soon...)

How to Use

1. 1.Select a model from the dropdown
2. 2.Upload an insect image or choose from sample images
3. 3.Click "Predict" to get classification results
4. 4.View predicted class with confidence score

Technical Details

• —Framework: TensorFlow/Keras
• —Input Size: 300×300 pixels
• —Interface: Streamlit
• —Hosted on: Hugging Face Spaces

License

This project is licensed under the MIT License - see the LICENSE file for details.

Citation

If you use this application in your research or educational projects, please provide appropriate attribution.

Contact

For questions or collaboration opportunities, please open a discussion in this Space.