InstinctAPI

InstinctAPI is a Python-based API for snake species recognition developed by BioBuddyAi-Inc. Built on deep learning models, it provides a simple interface to identify snakes from image input.

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Features

• Deep learning powered: Employs a CNN model (e.g., stored in snake_model.h5 and snake_model.pth) to classify snake species.
• Python-first API: Everything is accessible via api.py.
• Test suite included: Contains basic tests in test_api.py.
• Shell script & containerization: build.sh likely helps with setup or container build processes.
• AGPL-3.0 licensed: Free to use and modify under AGPL-3.0 terms

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Contents

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├── api.py # Main API implementation
├── cnn_snake.py # CNN model architecture or inference logic
├── snake_model.h5 # Pretrained model weights (H5 format)
├── snake_model.pth # Pretrained model weights (PyTorch format)
├── snake_classes.txt # Mapping of class indices to snake species names
├── test_api.py # Test suite for the API
├── requirements.txt # Python dependencies
├── build.sh # Build/bootstrap script
├── render.yaml # (Possibly CI/container orchestration config)
└── LICENSE # AGPL-3.0 license text

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Usage

1. Install dependencies:

pip install -r requirements.txt

2. Run the API server:

python api.py

3. Test the API:

python test_api.py

4. Build or containerize (if applicable):

./build.sh