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Topaz Bloom 2 image enhancement
Enhance an uploaded image with the workflow's fixed Topaz Bloom 2 preset and preview the enhanced result. For a first run, upload your source image and run the Pipe. The image upload is required and is the only editable control. The source configuration uses an empty prompt; its accompanying guidance says this lets the model create a prompt automatically. Prompt, seed, model selection and enhancement settings are fixed in this Pipe. No alternate modes or optional stages are exposed. Uploaded transparency is not preserved. Output scale and repeatable results are not established by the supplied source evidence. The selected output is an image preview; the original save node's PNG encoding settings do not apply to this output.
Timesformer Base Finetuned K400 Finetuned Snapdata Short Classification Sample Rate32
This model is a fine-tuned version of facebook/timesformer-base-finetuned-k400 on an unknown dataset. It achieves the following results on the evaluation set: Loss: 0.9266 Accuracy: 0.6862 0 Precision: 0.6305 0...
Use a background-removal mask in an image edit
Extract a separate foreground mask, inspect its alignment and polarity, and decide how an existing edit or composite flow should consume it. Segmentation alone does not preserve original pixels.
FLUX image upscale
Enlarge an uploaded image using the workflow's fixed FLUX/Dev and AnimeSharp upscale preset. For your first run, upload a source image and run the Pipe. The image passes through the Ultimate Upscale stage, and the saved upscaled image is returned as the result. The preset selects the FLUX/Dev fp8 bundle and 4x-AnimeSharp.pth. This interface offers only the source-image upload: there is no editable prompt, seed override, model selector, LoRA selector or optional processing mode. Processing settings remain at their source values. The upscaler's filename does not establish the final enlargement factor, and the supplied evidence does not establish an exact output size. No separate face-detailing stage is exposed. Running requires ComfyUI-UmeAiRT-Toolkit and the preset's model assets. The supplied dependency records leave the toolkit, FLUX/Dev bundle and AnimeSharp asset unresolved; automatic installation is not established.
