VoglStalk
Latest Capture
Last Encounters
Recent bird sightings and species collections
System Architecture
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Industrial Design
Our custom 3D printed enclosure houses a high-resolution camera sensor and Google Coral hardware acceleration for real-time edge computing.
2
Stack
Built on Next.js 15 with Cloudflare R2 for object storage and Workers for serverless processing. The architecture leverages AWS SDK for scaleable deployment.
3
Image Classification
We use Vision Transformer models for species identification and actively develop a Re-ID pipeline to track individual birds across multiple sightings.
