Bird AI — Species Identifier
Computer Vision

Bird AI — Species Identifier

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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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