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docs: README covers video ML sampling + bulk consensus suggestions

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Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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Bryan Van Deusen
2026-04-20 18:42:32 -04:00
parent 3944605d33
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README.md
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@@ -10,7 +10,8 @@ A self-hosted image and video gallery application designed for organizing and vi
- **Video Support** - Playback for video files with automatic transcoding to MP4 - **Video Support** - Playback for video files with automatic transcoding to MP4
- **Tagging System** - Organize images with tags (artist, character, series, rating, archive, user-defined) - **Tagging System** - Organize images with tags (artist, character, series, rating, archive, user-defined)
- **Tag Autocomplete** - Quick tag entry with search suggestions - **Tag Autocomplete** - Quick tag entry with search suggestions
- **ML Tag Suggestions** - WD14 tagger + SigLIP embedding centroids propose tags you can accept/reject per image - **ML Tag Suggestions** - WD14 tagger + SigLIP embedding centroids propose tags you can accept/reject per image. Videos are sampled at 10 frames (configurable via `VIDEO_ML_FRAMES`) and aggregated by max-confidence WD14 + mean-pool SigLIP.
- **Bulk Tag Suggestions** - Select multiple images in the gallery to see consensus ML suggestions (tags suggested for or already applied to >=80% of the selection)
- **Automatic Importing** - Celery-based task queue scans `/import` directory on schedule - **Automatic Importing** - Celery-based task queue scans `/import` directory on schedule
- **Archive Extraction** - Supports ZIP, RAR, 7z and other archive formats - **Archive Extraction** - Supports ZIP, RAR, 7z and other archive formats
- **Duplicate Detection** - Perceptual hash (pHash) comparison to skip similar images - **Duplicate Detection** - Perceptual hash (pHash) comparison to skip similar images
@@ -196,6 +197,8 @@ These can also be configured via the Settings page in the UI.
| `SIGLIP_REPO` | `google/siglip-so400m-patch14-384` | HuggingFace repo for the SigLIP encoder | | `SIGLIP_REPO` | `google/siglip-so400m-patch14-384` | HuggingFace repo for the SigLIP encoder |
| `WD14_REVISION` | (latest) | Pin WD14 to a specific commit SHA | | `WD14_REVISION` | (latest) | Pin WD14 to a specific commit SHA |
| `SIGLIP_REVISION` | (latest) | Pin SigLIP to a specific commit SHA | | `SIGLIP_REVISION` | (latest) | Pin SigLIP to a specific commit SHA |
| `VIDEO_ML_FRAMES` | `10` | Frames sampled per video for WD14+SigLIP inference (between 10% and 90% of duration) |
| `WD14_STORE_FLOOR` | `0.05` | Minimum WD14 confidence stored in the DB |
### Other ### Other