
Computer Vision
Bird AI — Species Identifier
Overview
Bird AI uses a deep learning model to recognize birds from user images and return detailed field notes. It also generates a downloadable PDF identification card, so users can save or share the result.
How it works
- 1.Users upload a photo or capture one from the camera in the web app.
- 2.The server validates the file for size and integrity before processing.
- 3.The image is prepared in memory and sent through the AI model for prediction.
- 4.The predicted species is matched to detailed field notes, habitat, and diet information.
- 5.A session result is returned instantly, with an option to generate a PDF ID card.
Key features
- •Recognition across hundreds of bird species
- •Memory-only processing for fast and secure handling
- •Rich species metadata with confidence scores
- •Instant PDF identification card download
- •Strict file validation to protect the model pipeline
Tech Stack
Next.jsReactTypeScriptTailwind CSSFramer MotionFastAPIUvicornTensorFlowKerasNumPyPillowReportLabAxiospython-multipart
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