This commit introduces the Hybrid Identity Architecture's Dynamic Engine:
- `tools.py`: Adds new Math constraint nodes (`ResTool 8x, 16x, 32x, 64x`) to calculate safe resolutions dynamically, preventing VRAM overflow.
- `loop.py`: Replaces the legacy static mathematical state machine with a dynamic performance-based state using `global_accumulated_frames` to progress accurately based on successful generations.
- `image.py`: Overhauls `SessionImageSender` to dynamically truncate generated image tensors using OpenCV if faces are lost, saving the last valid frame, and correctly adjusting the loop progression. `SessionImageReceiver` updated to log dynamic progression.
- `video.py`: Refactors `AutoLoopCalculator` and `IncrementalVideoStitcher` to work under the new dynamic state machine logic.
- `__init__.py`: Registered new nodes, updated imports to include `tools`, and bumped version to v1.5.0.
- `README.md` & `README_EN.md`: Updated documentation to detail the new Dynamic Engine functionality and Tools suite.
This commit introduces a new `tools.py` module containing a `BaseResolutionTool` and its specific derived classes (`ResTool8x`, `ResTool16x`, `ResTool32x`, `ResTool64x`). These nodes calculate safe, model-specific dimensions that strictly conform to divisibility rules using provided aspect ratios and base resolutions.
The `__init__.py` file is updated to import and register these tools along with emojis for UI display. Both the English and Spanish READMEs are updated to document the new `Tools` suite.
Update `calculate` method in `video.py` to dynamically adjust loop lengths
by a 10% margin, absorbing remainders safely and preventing inefficient
micro-cycles at the end of videos. Update both README.md and README_EN.md
to reflect this new capability and bump the version to 1.4.3.
- Bumped version number in README.md and README_EN.md from 1.4.0 to 1.4.1.
- Updated the "Explorer" (`VideoAnalyzerWithAudio`) node description to highlight its new clean interface, native VHS widget integration, and visual Reference Frame generation.
- Updates README.md and README_EN.md.
- Replaces legacy loader references with the new "Explorer", "Brain", and "Worker" logic.
- Adds OpenCV dependency requirement instructions.
- Provides step-by-step setup guides to connect the updated 3-node structure.
- Introduced global state memory (`global_source_frame_count`, `global_target_frames`, `global_stride`) in `loop.py`.
- Removed visual `source_frame_count` wire from `AutoLoopCalculator` in `video.py`
- Upgraded `AutoLoopCalculator` to execute as a blind "Explorer" in Cycle 0.
- Updated `LoadVideoWithSourceAudio` to intercept real `source_frame_count` directly from VHS payloads.
- Added dynamic calculation of total cycles based on intercepted frames at the end of Cycle 0.
- Updated both README.md and README_EN.md with v1.3.1 documentation reflecting the new Cycle 0 features.
- Se actualizaron las descripciones en README.md y README_EN.md para reflejar las nuevas capacidades de LoadVideoWithSourceAudio (widget UI intacto, upload directo) y el Stitcher (INPUT_IS_LIST=False, passthrough directo de audio al último frame).
- Se restauraron los scripts de testing en `tests/` que se habían eliminado accidentalmente.
Changes:
- Documented zero-OOM tensor handling and audio passthrough for IncrementalVideoStitcher in README.md and README_EN.md.
- Added documentation for the new LoadVideoWithSourceAudio node explaining dynamic VHS integration and uncropped audio extraction.
Updated README.md and README_EN.md to version 1.1.0. Documented the new
Anti-Cache Injection mechanism in the Loop Trigger, progressive keyframe
and MP4 saving features, and audio multiplexing using torchaudio and
FFmpeg. Also updated the setup instructions with the new wiring requirements.
- Replaced README.md with the Spanish translation.
- Renamed the old English README to README_EN.md.
- Added cross-links between the two versions.
- Updated documentation to include the new Seed Mutator feature for v1.0.1.
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