clipseg
This repository contains the code of the CVPR 2022 paper "Image Segmentation Using Text and Image Prompts". (by timojl)
comfyui_segment_anything
Based on GroundingDino and SAM, use semantic strings to segment any element in an image. The comfyui version of sd-webui-segment-anything. (by storyicon)
| clipseg | comfyui_segment_anything | |
|---|---|---|
| 7 | 2 | |
| 1,022 | 434 | |
| - | - | |
| 3.8 | 5.7 | |
| 4 months ago | 15 days ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
clipseg
Posts with mentions or reviews of clipseg.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-12-08.
-
How to blend a logo or clip art to a design
Following the comments to this old post, I tried to use in-painting with manual mask selection. I didn't get beautiful results but I'm sure with some tweaking, I could make it better. The main problem I had was having to manually select the area where I wanted to place the logo and trying to resize my logo mask to the fit the segment. I tried some automatic segmentation tools (Clipseg and Segment Anything). I couldn't tell the segmentation models to find a good area to for logo placement (i.e. some small flat surface). Given the complexity of what I was dealing with, I think there could be a better way (XY problem).
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New Feature: "ZOOM ENHANCE" for the A111 WebUI. Automatically fix small details like faces and hands!
The addon utilizes clipseg for region masking, which was trained on "an extended version of the PhraseCut dataset" (many thousands of images.)
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Txt2mask just received a big update!! 🎅
You'll also need to make sure to update your clipseg repo. The script won't do this for you. Namely you just need to update this models/clipseg.py file to ensure your clipseg has support for the new model.
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[P] Image search with localization and open-vocabulary reranking.
For localisation at search time I ended up using OWL-ViT. This worked really well. I did not try Detic or CLIPseg but would be interested to hear if anyone else has tried these?
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Who needs prompt2prompt anyway? SD 1.5 inpainting model with clipseg prompt for "hair" and various prompts for different hair colors
clipseg is an image segmentation method used to find a mask for an image from a prompt. I implemented it as an executor for dalle-flow and added it to my bot yasd-discord-bot.
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txt2mask working in imaginAIry python library
Automated Replacement (txt2mask) by clipseg
- txt2mask was just released! We don't have to use the brush tool for inpainting anymore!
comfyui_segment_anything
Posts with mentions or reviews of comfyui_segment_anything.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-12-08.
-
How to blend a logo or clip art to a design
Following the comments to this old post, I tried to use in-painting with manual mask selection. I didn't get beautiful results but I'm sure with some tweaking, I could make it better. The main problem I had was having to manually select the area where I wanted to place the logo and trying to resize my logo mask to the fit the segment. I tried some automatic segmentation tools (Clipseg and Segment Anything). I couldn't tell the segmentation models to find a good area to for logo placement (i.e. some small flat surface). Given the complexity of what I was dealing with, I think there could be a better way (XY problem).
- ComfyUI Segment Anything
What are some alternatives?
When comparing clipseg and comfyui_segment_anything you can also consider the following projects:
stable-diffusion - Latent Text-to-Image Diffusion
ComfyUI_ADV_CLIP_emb - ComfyUI node that let you pick the way in which prompt weights are interpreted
Detic - Code release for "Detecting Twenty-thousand Classes using Image-level Supervision".
ComfyUI_TiledKSampler - Tiled samplers for ComfyUI
LAVIS - LAVIS - A One-stop Library for Language-Vision Intelligence
ComfyUI-to-Python-Extension - A powerful tool that translates ComfyUI workflows into executable Python code.
imaginAIry - Pythonic AI generation of images and videos
ComfyUI_UltimateSDUpscale - ComfyUI nodes for the Ultimate Stable Diffusion Upscale script by Coyote-A.
txt2mask - Automatically create masks for Stable Diffusion inpainting using natural language.
comfyui_controlnet_preprocessors - Add controlnet preprocessor to ComfyUI
dalle-flow - 🌊 A Human-in-the-Loop workflow for creating HD images from text
images-grid-comfy-plugin - A simple comfyUI plugin for images grid (X/Y Plot)
clipseg vs stable-diffusion
comfyui_segment_anything vs ComfyUI_ADV_CLIP_emb
clipseg vs Detic
comfyui_segment_anything vs ComfyUI_TiledKSampler
clipseg vs LAVIS
comfyui_segment_anything vs ComfyUI-to-Python-Extension
clipseg vs imaginAIry
comfyui_segment_anything vs ComfyUI_UltimateSDUpscale
clipseg vs txt2mask
comfyui_segment_anything vs comfyui_controlnet_preprocessors
clipseg vs dalle-flow
comfyui_segment_anything vs images-grid-comfy-plugin