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Top 23 Python segment-anything Projects
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Track-Anything
Track-Anything is a flexible and interactive tool for video object tracking and segmentation, based on Segment Anything, XMem, and E2FGVI.
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InternGPT
InternGPT (iGPT) is an open source demo platform where you can easily showcase your AI models. Now it supports DragGAN, ChatGPT, ImageBind, multimodal chat like GPT-4, SAM, interactive image editing, etc. Try it at igpt.opengvlab.com (支持DragGAN、ChatGPT、ImageBind、SAM的在线Demo系统)
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segment-geospatial
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
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anylabeling
Effortless AI-assisted data labeling with AI support from YOLO, Segment Anything (SAM+SAM2), MobileSAM!!
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autodistill
Images to inference with no labeling (use foundation models to train supervised models).
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Caption-Anything
Caption-Anything is a versatile tool combining image segmentation, visual captioning, and ChatGPT, generating tailored captions with diverse controls for user preferences. https://huggingface.co/spaces/TencentARC/Caption-Anything https://huggingface.co/spaces/VIPLab/Caption-Anything
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awesome-openai-vision-api-experiments
Must-have resource for anyone who wants to experiment with and build on the OpenAI vision API 🔥
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sd-webui-inpaint-anything
Inpaint Anything extension performs stable diffusion inpainting on a browser UI using masks from Segment Anything.
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GLEE
[CVPR2024 Highlight]GLEE: General Object Foundation Model for Images and Videos at Scale (by FoundationVision)
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OpenAdapt
Open Source Generative Process Automation (i.e. Generative RPA). AI-First Process Automation with Large ([Language (LLMs) / Action (LAMs) / Multimodal (LMMs)] / Visual Language (VLMs)) Models
> No matter how good the AI gets, it can't answer about what it doesn't know. It can't perform a process for which it doesn't know the steps or the rules
This is exactly why I created https://github.com/OpenAdaptAI/OpenAdapt: so that users can demonstrate their desktop workflows to AI models step by step (without worrying about their data being used by a corporation).
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wunjo.wladradchenko.ru
Wunjo CE: Face Swap, Lip Sync, Control Remove Objects & Text & Background, Restyling, Audio Separator, Clone Voice, Video Generation. Open Source, Local & Free.
At the end of the video, I added a little extra—an update about my own open-source pet project, which contributed heavily to my stats and the video itself. Fun fact: Wunjo was recently named Product of the Week on Product Radar with record number votes from Makers!
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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.
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awesome-foundation-and-multimodal-models
👁️ + 💬 + 🎧 = 🤖 Curated list of top foundation and multimodal models! [Paper + Code + Examples + Tutorials]
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Almost everyone has heard of libraries like OpenCV, Pytorch, and Torchvision. But there have been incredible leaps and bounds in other libraries to help support new tasks that have helped push research even further. It would be impossible to thank each and every project and the thousands of contributors who have helped make the entire community better. MedSAM2 has been helping bring the awesomeness of SAM2 to the medical field, segmenting organs in a variety of medical imaging methods. Rerun has made it easier than ever to stream multimodal data for spatial and embodied AI.
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TinySAM
Official PyTorch implementation of "TinySAM: Pushing the Envelope for Efficient Segment Anything Model"
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Instruct2Act
Instruct2Act: Mapping Multi-modality Instructions to Robotic Actions with Large Language Model
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I wrote the backend adapting SAM Exporter with the aim to use the machine learning segment anything project for the purpose to improve polygons recognition in GIS web applications.
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inpaint-anything
Inpaint Anything performs stable diffusion inpainting on a browser UI using masks from Segment Anything. (by Uminosachi)
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Project mention: Hi-Sam: Marrying Segment Anything Model for Hierarchical Text Segmentation | news.ycombinator.com | 2024-02-21
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python segment-anything discussion
Python segment-anything related posts
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How to blend a logo or clip art to a design
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Textual inversion. The best way to prepare photos of a person?
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Keying/masking person on a footage
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AnyLabeling Auto-labeling with MobileSAM - the newest and fastest variant of Segment Anything
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Best way to mask images automatically?
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Advice for multi-animal tracking for scientific research?
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Segment Anything in High Quality
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A note from our sponsor - SaaSHub
www.saashub.com | 12 Jan 2025
Index
What are some of the best open-source segment-anything projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | Track-Anything | 6,570 |
| 2 | sd-webui-segment-anything | 3,438 |
| 3 | InternGPT | 3,213 |
| 4 | segment-geospatial | 3,126 |
| 5 | anylabeling | 2,474 |
| 6 | autodistill | 2,052 |
| 7 | Caption-Anything | 1,686 |
| 8 | awesome-openai-vision-api-experiments | 1,663 |
| 9 | sd-webui-inpaint-anything | 1,180 |
| 10 | GLEE | 1,124 |
| 11 | OpenAdapt | 1,053 |
| 12 | sam-pt | 980 |
| 13 | segment-anything-video | 962 |
| 14 | wunjo.wladradchenko.ru | 927 |
| 15 | SegmentAnythingin3D | 903 |
| 16 | comfyui_segment_anything | 805 |
| 17 | awesome-foundation-and-multimodal-models | 596 |
| 18 | Medical-SAM2 | 538 |
| 19 | TinySAM | 409 |
| 20 | Instruct2Act | 346 |
| 21 | samexporter | 302 |
| 22 | inpaint-anything | 244 |
| 23 | Hi-SAM | 232 |
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