Commit Graph

8 Commits

Author SHA1 Message Date
4e16e38f32 refactor(compressors): migrate pipeline to OWLv2-based detection with text labels
- Replace bbox-prompted segmentation with OWLv2 text-guided object detection
- Refactor HashPipeline from nn.Module to plain class with modular stage methods
- Add detect_batch, segment_batch, filter_batch for explicit pipeline stages
- Rename forward to forward_batch with text_labels API instead of bboxes
- Add mask_scoring_config, score_threshold, postprocess_threshold configuration
- Update model_loader to expose Dinov2Model type annotation
2026-04-03 18:07:17 +08:00
a809803979 feat(compressors): add object scoring and selection for SAM masks 2026-03-30 16:50:35 +08:00
968819e113 refactor(compressors): consolidate pipeline and improve mask handling 2026-03-26 19:44:48 +08:00
4da08dc3d3 refactor(compressors): Simplify module by removing SAM/DINO separation code
- Remove dino_compressor.py and segament_compressor.py
- Rewrite pipeline.py to inline DINO into HashPipeline
- Maintain backward compatibility: SAMHashPipeline alias
- Update tests and benchmark.py
2026-03-07 22:55:13 +08:00
a7b01cb49e feat(compressors): add SAM+DINO+Hash pipeline for object feature extraction 2026-03-02 14:30:40 +08:00
1926cb53e2 feat(compressors): replace float/int compressors with hash-based compression for CAM 2026-02-24 22:54:41 +08:00
7f6732edeb feat(benchmarks): add evaluation framework for DINO-based compressors 2026-02-10 11:19:17 +08:00
8f417b674c feat(compressors): add neural compression modules and training pipeline 2026-02-08 16:41:34 +08:00