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Releases: nathan-v/coralapi

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v0.1.0

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@nathan-v nathan-v released this 17 Jul 07:33

First release of CoralAPI, an HTTP inference service for Google Coral Edge TPUs. POST an image and a model name; get JSON back.

Tasks

  • Classification
  • Object detection (SSD and YOLO)
  • Semantic segmentation
  • Pose estimation
  • Image embeddings
  • Raw output tensors for any other model

Runtime and deploy

  • Current Python, with a matched libedgetpu and tflite that work together
  • Build profiles for AVX2 x86, no-AVX2 x86, and Raspberry Pi (armhf)
  • Per-request model selection with on-demand download and label auto-fetch
  • Async jobs, optional Prometheus metrics, device rebind via POST /v1/reset
  • One instance per TPU for multi-TPU hosts

No CPU fallback by design; a running instance always means real acceleration.