Update ViTMatte Node - #72
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Pull request overview
Adds configurable ViTMatte inference resizing while preserving output dimensions.
Changes:
- Adds
limitInferenceSizeand conditionally enablesinferenceSize. - Supports full-resolution inference when resizing is disabled.
- Conditionally restores matte dimensions after inference.
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| if limitedSize: | ||
| matte = cv2.resize(matte, (w_inference, h_inference)) | ||
| box_matteRGB = cv2.resize(box_matteRGB, (w_inference, h_inference), interpolation=cv2.INTER_LINEAR) |
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This pull request adds an option to limit the inference size in the
ViTMattenode, improving flexibility and efficiency when processing images. The main changes introduce a new parameter to enable or disable automatic resizing of input images and trimaps, and adjust the inference pipeline to respect this setting.Parameter and UI changes:
limitInferenceSizeto theViTMattenode, allowing users to enable or disable automatic resizing of input images and trimaps for inference. TheinferenceSizeparameter is now only enabled iflimitInferenceSizeisTrue.Inference pipeline logic:
processChunkmethod to check thelimitInferenceSizeparameter and conditionally resize the input image and trimap only when this option is enabled.