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.
Meisoftcoltd