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Pre-compiled YOLO 2026 Nano models for Google Coral Edge TPU

Place compiled .tflite files here. They are committed to the repository so deploy.bat and deploy.sh can use them without needing a Linux machine.

Files Expected

File Size Notes
yolo26n_int8_edgetpu.tflite ~3–4 MB Edge TPU compiled (primary)
yolo26n_int8.tflite ~3–4 MB CPU fallback

How to Compile

The edgetpu_compiler only runs on x86_64 Linux. Use the included Docker setup to compile from any OS (Windows, macOS, Linux):

# From the yolo-detection-2026-coral-tpu/ root:
bash docker/compile.sh

Or with Docker Compose:

docker compose -f docker/docker-compose.yml run --rm coral-compiler

See docker/README.md for full instructions.

After Compiling

git add models/*.tflite
git commit -m "feat(coral-tpu): add compiled yolo26n edgetpu model (320x320 INT8)"
git push

Alternative: CPU Fallback

If no EdgeTPU model is present, deploy.bat / deploy.sh will download ssd_mobilenet_v2_coco_quant_postprocess_edgetpu.tflite as a functional fallback. This is SSD MobileNet (not YOLO 2026), but confirms the TPU pipeline works before the YOLO model is compiled.