Added: ComfyUI Device Manager to handle device management for Comfy.
Moved: Model location to /models/LLM.
Introduced: max_new_tokens, num_beams, do_sample, and fill_mask parameters to Florence2 node.
Updated: Logic to accurately draw masks from multiple polygons within the same image in the Florence2PostprocessAll Node.
Modified: apply method to handle polygons in the Florence2PostprocessAll Node when using REFERRING_EXPRESSION_SEGMENTATION.
Example:
These changes were made to improve performance and functionality based on recent discoveries:
Performance Optimization: Experimentation revealed that adjusting max_tokens not only improves processing speed at lower values but also allows for better mask quality when appropriately adjusted.
Enhanced Masking: Previously, only one eye was masked when searching for "both eyes". Now, in Florence2PostprocessAll, both eyes are accurately captured within a single mask.
Selective Masking: In Florence2Postprocess, users can now select either eye (left/right) using the index parameter.
Please review the changes and feel free to test them to ensure they meet your expectations. I believe these modifications align well with the intended improvements, and I welcome any feedback or further adjustments if needed.
Proposed Changes:
max_new_tokens,num_beams,do_sample, andfill_maskparameters to Florence2 node.applymethod to handle polygons in the Florence2PostprocessAll Node when using REFERRING_EXPRESSION_SEGMENTATION.Example:
These changes were made to improve performance and functionality based on recent discoveries:
Please review the changes and feel free to test them to ensure they meet your expectations. I believe these modifications align well with the intended improvements, and I welcome any feedback or further adjustments if needed.
A screenshot of my changes:
Thank you!