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  1. README.md +3 -3
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  3. imgs/convert_jpg.py +4 -0
README.md CHANGED
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  <font size=10><div align='center' > <a href=https://arxiv.org/pdf/2308.00692.pdf>**Paper**</a> | <a href="https://huggingface.co/xinlai">**Models**</a> | [**Inference**](#inference) | [**Dataset**](#dataset) | <a href="http://103.170.5.190:7860/">**Online Demo**</a></div></font>
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- <p align="center"> <img src="imgs/fig_overview.png" width="100%"> </p>
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- <p align="center"> <img src="imgs/teaser.png" width="100%"> </p>
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  ## News
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  - [x] [2023.8.4] [Online Demo](http://103.170.5.190:7860/) is released!
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  **LISA** also demonstrates robust zero-shot capability when trained exclusively on reasoning-free datasets. In addition, fine-tuning the model with merely 239 reasoning segmentation image-instruction pairs results in further performance enhancement.
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  ## Experimental results
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- <p align="center"> <img src="imgs/Table1.png" width="80%"> </p>
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  ## Installation
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  ```
 
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  <font size=10><div align='center' > <a href=https://arxiv.org/pdf/2308.00692.pdf>**Paper**</a> | <a href="https://huggingface.co/xinlai">**Models**</a> | [**Inference**](#inference) | [**Dataset**](#dataset) | <a href="http://103.170.5.190:7860/">**Online Demo**</a></div></font>
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+ <p align="center"> <img src="imgs/fig_overview.jpg" width="100%"> </p>
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+ <p align="center"> <img src="imgs/teaser.jpg" width="100%"> </p>
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  ## News
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  - [x] [2023.8.4] [Online Demo](http://103.170.5.190:7860/) is released!
 
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  **LISA** also demonstrates robust zero-shot capability when trained exclusively on reasoning-free datasets. In addition, fine-tuning the model with merely 239 reasoning segmentation image-instruction pairs results in further performance enhancement.
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  ## Experimental results
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+ <p align="center"> <img src="imgs/table1.jpg" width="80%"> </p>
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  ## Installation
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  ```
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+ import cv2
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+ img = cv2.imread("/data/xinlai/LISA2/imgs/teaser.png")
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+ cv2.imwrite("./teaser.jpg", img)