Mask Generation
sam2
swift-object-cutout
segment-anything
interactive-segmentation
background-removal
core-ai
apple-silicon
macos
Instructions to use arraypress/cutout-sam2-tiny with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sam2
How to use arraypress/cutout-sam2-tiny with sam2:
# Use SAM2 with images import torch from sam2.sam2_image_predictor import SAM2ImagePredictor predictor = SAM2ImagePredictor.from_pretrained("arraypress/cutout-sam2-tiny") with torch.inference_mode(), torch.autocast("cuda", dtype=torch.bfloat16): predictor.set_image(<your_image>) masks, _, _ = predictor.predict(<input_prompts>)# Use SAM2 with videos import torch from sam2.sam2_video_predictor import SAM2VideoPredictor predictor = SAM2VideoPredictor.from_pretrained("arraypress/cutout-sam2-tiny") with torch.inference_mode(), torch.autocast("cuda", dtype=torch.bfloat16): state = predictor.init_state(<your_video>) # add new prompts and instantly get the output on the same frame frame_idx, object_ids, masks = predictor.add_new_points(state, <your_prompts>) # propagate the prompts to get masklets throughout the video for frame_idx, object_ids, masks in predictor.propagate_in_video(state): ... - Notebooks
- Google Colab
- Kaggle
SAM 2.1 tiny as a Core AI .aimodel (float16, encode + decode), with README, licence and export script
a0b4f4d verified Download .gitattributes from arraypress/cutout-sam2-tiny: direct link, hf CLI and curl.
- Browser
- Download file 1.6 kB
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https://huggingface.co/arraypress/cutout-sam2-tiny/resolve/main/.gitattributes
- Command line
-
hf download hf://arraypress/cutout-sam2-tiny/.gitattributes
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curl -L -o .gitattributes https://huggingface.co/arraypress/cutout-sam2-tiny/resolve/main/.gitattributes
1.6 kB
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