Instructions to use nielsr/slimsam-50-uniform with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use nielsr/slimsam-50-uniform with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("mask-generation", model="nielsr/slimsam-50-uniform")# Load model directly from transformers import AutoProcessor, AutoModelForMaskGeneration processor = AutoProcessor.from_pretrained("nielsr/slimsam-50-uniform") model = AutoModelForMaskGeneration.from_pretrained("nielsr/slimsam-50-uniform") - Notebooks
- Google Colab
- Kaggle
Out of memory error on a free tier Colab
#1
by sudhir2016 - opened
This sample code gives out of memory on a free tier Colab
from transformers import pipeline
generator = pipeline(task="mask-generation", model="nielsr/slimsam-50-uniform", device = 0, points_per_batch = 256)
image_url = "https://huggingface.co/ybelkada/segment-anything/resolve/main/assets/car.png"
outputs = generator(image_url, points_per_batch = 256)