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minor update README.md

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@ -57,8 +57,6 @@ or individually from:
(note that these are the improved checkpoints denoted as SAM 2.1; see [Model Description](#model-description) for details.) (note that these are the improved checkpoints denoted as SAM 2.1; see [Model Description](#model-description) for details.)
(note that these are the improved checkpoints denoted as SAM 2.1; see [Model Description](#model-description) for details.)
Then SAM 2 can be used in a few lines as follows for image and video prediction. Then SAM 2 can be used in a few lines as follows for image and video prediction.
### Image prediction ### Image prediction
@ -147,6 +145,7 @@ with torch.inference_mode(), torch.autocast("cuda", dtype=torch.bfloat16):
## Model Description ## Model Description
### SAM 2.1 checkpoints ### SAM 2.1 checkpoints
The table below shows the improved SAM 2.1 checkpoints released on September 29, 2024. The table below shows the improved SAM 2.1 checkpoints released on September 29, 2024.
| **Model** | **Size (M)** | **Speed (FPS)** | **SA-V test (J&F)** | **MOSE val (J&F)** | **LVOS v2 (J&F)** | | **Model** | **Size (M)** | **Speed (FPS)** | **SA-V test (J&F)** | **MOSE val (J&F)** | **LVOS v2 (J&F)** |
| :------------------: | :----------: | :--------------------: | :-----------------: | :----------------: | :---------------: | | :------------------: | :----------: | :--------------------: | :-----------------: | :----------------: | :---------------: |
@ -156,6 +155,7 @@ The table below shows the improved SAM 2.1 checkpoints released on September 29,
| sam2.1_hiera_large <br /> ([config](sam2/configs/sam2.1/sam2.1_hiera_l.yaml), [checkpoint](https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_large.pt)) | 224.4 | 24.2 (30.2 compiled\*) | 79.5 | 74.6 | 80.6 | | sam2.1_hiera_large <br /> ([config](sam2/configs/sam2.1/sam2.1_hiera_l.yaml), [checkpoint](https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_large.pt)) | 224.4 | 24.2 (30.2 compiled\*) | 79.5 | 74.6 | 80.6 |
### SAM 2 checkpoints ### SAM 2 checkpoints
The previous SAM 2 checkpoints released on July 29, 2024 can be found as follows: The previous SAM 2 checkpoints released on July 29, 2024 can be found as follows:
| **Model** | **Size (M)** | **Speed (FPS)** | **SA-V test (J&F)** | **MOSE val (J&F)** | **LVOS v2 (J&F)** | | **Model** | **Size (M)** | **Speed (FPS)** | **SA-V test (J&F)** | **MOSE val (J&F)** | **LVOS v2 (J&F)** |