Commit Graph

10 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
42acb3ee1b refactor(compressors): switch SAM from automatic mask generation to bbox-prompted segmentation
- Replace SAM2AutomaticMaskGenerator pipeline with Sam2Processor+Sam2Model
- Freeze SAM model parameters at load time, removing torch.no_grad() at call sites
- Rewrite proposal/core.py to use bbox prompts instead of automatic point sampling
- Add bboxes parameter to all HashPipeline public methods (forward, forward_dataset, extract_features, extract_features_dataset)
- Extract mask filtering logic (_filter_masks) from proposal into pipeline
- Rename object_score/ to filter/
- Add load_owlv2_model to model_loader
- Rename notebooks/test.py to habitat_sim_setup.py
2026-04-02 16:47:11 +08:00
26b00e556a refactor(compressors): reorganize SAM utilities into proposal module 2026-03-30 21:31:47 +08:00
a809803979 feat(compressors): add object scoring and selection for SAM masks 2026-03-30 16:50:35 +08:00
f604c85a79 feat(pipeline): add batch processing for scene graph construction 2026-03-28 19:37:52 +08:00
968819e113 refactor(compressors): consolidate pipeline and improve mask handling 2026-03-26 19:44:48 +08:00
90d5a8f08a refactor(pipeline): integrate SAM segmentation and modularize model loading 2026-03-26 19:44:47 +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
bf02a05ffc feat(opsx): add OpenSpec workflow commands and skills 2026-03-07 15:02:08 +08:00
a7b01cb49e feat(compressors): add SAM+DINO+Hash pipeline for object feature extraction 2026-03-02 14:30:40 +08:00