Falcon-Perception can now be install with `pip install falcon-perception`
- 1 model file
- 2 variants Perception + OCR
- Paged / Batch +KVCache inference engine
- Torch+compile + cudagraph
- Upsampler w/ async cache for high-res mask
Plus: MLX batch inference support
🧵:
We are releasing Falcon Perception, an open-vocabulary referring expression segmentation model. Along with it, a 0.3B OCR model that is on par with 3-10x larger competitors.
Current systems solve this with complex pipelines (separate encoders, late fusion, matching algorithms).
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