14 releases (5 breaking)
| 0.6.0 | Jan 14, 2026 |
|---|---|
| 0.5.1 | Jan 13, 2026 |
| 0.4.1 | Jan 12, 2026 |
| 0.3.1 | Jan 11, 2026 |
| 0.1.5 | Jan 10, 2026 |
#1249 in Machine learning
Used in 3 crates
155KB
1K
SLoC
inference crate
Burn-backed (or heuristic) detector factory and inference plugin for Bevy apps.
Details
- Backend: defaults to
backend-ndarray; enable--features backend-wgpufor WGPU. Needsburnfeatures enabled in the root build if you want GPU. - Model: loads
TinyDet(default) orBigDetfrom the sharedmodelscrate viaBinFileRecorder(full precision). Pass a weights path to the factory to load a checkpoint; otherwise it falls back to a heuristic detector. - Use: app orchestrators insert the detector built by
inference::InferenceFactorywhen mode==Inference. Ensure the checkpoint exists and matches the model config. - Smoke: unit test ensures fallback when no weights are provided. Add an integration test pointing at a real checkpoint once available.
License
Apache-2.0 (see LICENSE in the repo root).
Dependencies
~120–170MB
~3M SLoC