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Xueyan Zou 2023-05-02 06:31:43 -05:00 committed by GitHub
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@ -4,11 +4,23 @@ We introduce **SEEM** that can **S**egment **E**verything **E**verywhere with **
:grapes: \[[Read our arXiv Paper](https://arxiv.org/pdf/2304.06718.pdf)\]   :apple: \[[Try Hugging Face Demo](https://huggingface.co/spaces/xdecoder/SEEM)\] :grapes: \[[Read our arXiv Paper](https://arxiv.org/pdf/2304.06718.pdf)\]   :apple: \[[Try Hugging Face Demo](https://huggingface.co/spaces/xdecoder/SEEM)\]
:point_right: *[New]* **One-Line Getting Started with Linux:** :point_right: **One-Line Getting Started with Linux:**
```sh ```sh
git clone git@github.com:UX-Decoder/Segment-Everything-Everywhere-All-At-Once.git && cd Segment-Everything-Everywhere-All-At-Once/demo_code && sh run_demo.sh git clone git@github.com:UX-Decoder/Segment-Everything-Everywhere-All-At-Once.git && cd Segment-Everything-Everywhere-All-At-Once/demo_code && sh run_demo.sh
``` ```
:point_right: *[New]* **Latest Checkpoints and Numbers:**
| | | COCO | | | Ref-COCOg | | | VOC | | SBD | |
|--------------------------------------------------------------------------------------------------------|----------|------|------|------|-----------|------|------|-------|-------|-------|-------|
| Checkpoint | backbone | PQ | mAP | mIoU | cIoU | mIoU | AP50 | NoC85 | NoC90 | NoC85 | NoC90 |
| [X-Decoder](https://projects4jw.blob.core.windows.net/x-decoder/release/xdecoder_focalt_last.pt) | Focal-T | 50.8 | 39.5 | 62.4 | 57.6 | 63.2 | 71.6 | - | - | - | - |
| [X-Decoder-oq201](https://projects4jw.blob.core.windows.net/x-decoder/release/xdecoder_focall_last.pt) | Focal-L | 56.5 | 46.7 | 67.2 | 62.8 | 67.5 | 76.3 | - | - | - | - |
| [SEEM](https://projects4jw.blob.core.windows.net/x-decoder/release/seem_focalt_v2.pt) | Focal-T | 50.6 | 39.4 | 60.9 | 58.5 | 63.5 | 71.6 | 3.54 | 4.59 | * | * |
| SEEM | Davit-d3 | 56.2 | 46.8 | 65.3 | 63.2 | 68.3 | 76.6 | 2.99 | 3.89 | 5.93 | 9.23 |
| [SEEM-oq101](https://projects4jw.blob.core.windows.net/x-decoder/release/seem_focall_v1.pt) | Focal-L | 56.2 | 46.4 | 65.5 | 62.8 | 67.7 | 76.2 | 3.04 | 3.85 | * | * |
:fire: **Related projects:** :fire: **Related projects:**
* [FocalNet](https://github.com/microsoft/FocalNet) : Focal Modulation Networks; **We used FocalNet as the vision backbone**. * [FocalNet](https://github.com/microsoft/FocalNet) : Focal Modulation Networks; **We used FocalNet as the vision backbone**.