Instructions to use d42kw01f/EastAsianEthnicityClassification with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use d42kw01f/EastAsianEthnicityClassification with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="d42kw01f/EastAsianEthnicityClassification") pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")# Load model directly from transformers import AutoImageProcessor, AutoModelForImageClassification processor = AutoImageProcessor.from_pretrained("d42kw01f/EastAsianEthnicityClassification") model = AutoModelForImageClassification.from_pretrained("d42kw01f/EastAsianEthnicityClassification") - Notebooks
- Google Colab
- Kaggle
# Load model directly
from transformers import AutoImageProcessor, AutoModelForImageClassification
processor = AutoImageProcessor.from_pretrained("d42kw01f/EastAsianEthnicityClassification")
model = AutoModelForImageClassification.from_pretrained("d42kw01f/EastAsianEthnicityClassification")Quick Links
EastAsianEthnicityClassification
This is a small model that classifies the East Asian Faces. The model was per trained google/vit-base-patch16-224-in21k vision transformer.
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Evaluation results
- Accuracyself-reported0.999
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="d42kw01f/EastAsianEthnicityClassification") pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")