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
This commit is contained in:
2026-04-03 15:49:23 +08:00
parent 4918b654e7
commit 4e16e38f32
3 changed files with 166 additions and 141 deletions

View File

@@ -6,7 +6,7 @@ from .common import (
hash_to_bits,
)
from .hash_compressor import HashCompressor, HashLoss, VideoPositiveMask
from .object_score import (
from .filter import (
MaskFeatures,
MaskScoringConfig,
compute_mask_features,