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update replicate demo readme
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rentainhe committed Jun 16, 2023
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![](./assets/Grounded-SAM_logo.png)

# Grounded-Segment-Anything
[![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://youtu.be/oEQYStnF2l8) [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/automated-dataset-annotation-and-evaluation-with-grounding-dino-and-sam.ipynb) [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://github.com/camenduru/grounded-segment-anything-colab) [![HuggingFace Space](https://img.shields.io/badge/🤗-HuggingFace%20Space-cyan.svg)](https://huggingface.co/spaces/IDEA-Research/Grounded-SAM) [![ModelScope Official Demo](https://img.shields.io/badge/ModelScope-Official%20Demo-important)](https://modelscope.cn/studios/tuofeilunhifi/Grounded-Segment-Anything/summary) [![Huggingface Demo by Community](https://img.shields.io/badge/Huggingface-Demo%20by%20Community-red)](https://huggingface.co/spaces/yizhangliu/Grounded-Segment-Anything) [![Stable-Diffusion WebUI](https://img.shields.io/badge/Stable--Diffusion-WebUI%20by%20Community-critical)](https://github.com/continue-revolution/sd-webui-segment-anything) [![Jupyter Notebook Demo](https://img.shields.io/badge/Demo-Jupyter%20Notebook-informational)](./grounded_sam.ipynb) [![Replicate](https://replicate.com/cjwbw/grounded-recognize-anything/badge)](https://replicate.com/cjwbw/grounded-recognize-anything)
[![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://youtu.be/oEQYStnF2l8) [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/automated-dataset-annotation-and-evaluation-with-grounding-dino-and-sam.ipynb) [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://github.com/camenduru/grounded-segment-anything-colab) [![HuggingFace Space](https://img.shields.io/badge/🤗-HuggingFace%20Space-cyan.svg)](https://huggingface.co/spaces/IDEA-Research/Grounded-SAM) [![Replicate](https://replicate.com/cjwbw/grounded-recognize-anything/badge)](https://replicate.com/cjwbw/grounded-recognize-anything) [![ModelScope Official Demo](https://img.shields.io/badge/ModelScope-Official%20Demo-important)](https://modelscope.cn/studios/tuofeilunhifi/Grounded-Segment-Anything/summary) [![Huggingface Demo by Community](https://img.shields.io/badge/Huggingface-Demo%20by%20Community-red)](https://huggingface.co/spaces/yizhangliu/Grounded-Segment-Anything) [![Stable-Diffusion WebUI](https://img.shields.io/badge/Stable--Diffusion-WebUI%20by%20Community-critical)](https://github.com/continue-revolution/sd-webui-segment-anything) [![Jupyter Notebook Demo](https://img.shields.io/badge/Demo-Jupyter%20Notebook-informational)](./grounded_sam.ipynb)


We plan to create a very interesting demo by combining [Grounding DINO](https://github.com/IDEA-Research/GroundingDINO) and [Segment Anything](https://github.com/facebookresearch/segment-anything) which aims to detect and segment Anything with text inputs! And we will continue to improve it and create more interesting demos based on this foundation.
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The **core idea** behind this project is to **combine the strengths of different models in order to build a very powerful pipeline for solving complex problems**. And it's worth mentioning that this is a workflow for combining strong expert models, where **all parts can be used separately or in combination, and can be replaced with any similar but different models (like replacing Grounding DINO with GLIP or other detectors / replacing Stable-Diffusion with ControlNet or GLIGEN/ Combining with ChatGPT)**.

**🍇 Updates**
- **`2023/06/16`** Release [RAM-Grounded-SAM Replicate Online Demo](https://replicate.com/cjwbw/ram-grounded-sam). Thanks a lot to [Chenxi](https://chenxwh.github.io/) for providing this nice demo 🌹.
- **`2023/06/14`** Support [RAM-Grounded-SAM & SAM-HQ](./automatic_label_ram_demo.py) and update [Simple Automatic Label Demo](./automatic_label_ram_demo.py) to support [RAM](https://github.com/xinyu1205/Recognize_Anything-Tag2Text), setting up a strong automatic annotation pipeline.
- **`2023/06/13`** Checkout the [Autodistill: Train YOLOv8 with ZERO Annotations](https://youtu.be/gKTYMfwPo4M) tutorial to learn how to use Grounded-SAM + [Autodistill](https://github.com/autodistill/autodistill) for automated data labeling and real-time model training.
- **`2023/06/13`** Support [SAM-HQ](https://github.com/SysCV/sam-hq) in [Grounded-SAM Demo](#running_man-grounded-sam-detect-and-segment-everything-with-text-prompt) for higher quality prediction.
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