Image Segmentation
nobg
Safetensors
model_hub_mixin
nobg-sam3
pytorch_model_hub_mixin
background-removal
image-matting
lora
Instructions to use nobg/sam3-finetuned with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- nobg
How to use nobg/sam3-finetuned with nobg:
pip install nobg
import torch from loadimg import load_img from nobg import AutoModel, AutoProcessor model = AutoModel.from_pretrained("nobg/sam3-finetuned").eval() processor = AutoProcessor.from_pretrained("nobg/sam3-finetuned") image = load_img("input.jpg").convert("RGB") inputs = processor(image, return_tensors="pt") with torch.no_grad(): outputs = model(pixel_values=inputs["pixel_values"]) alpha = processor.post_process_alpha_matting(outputs, target_sizes=[(image.height, image.width)])[0] processor.cutout(image, alpha).save("output.png") - Notebooks
- Google Colab
- Kaggle
Ctrl+K