# pip install -U transformers accelerate
# Load model directly
from transformers import AutoImageProcessor, AutoModelForImageClassification
processor = AutoImageProcessor.from_pretrained("samipfjo/deer-detection")
model = AutoModelForImageClassification.from_pretrained("samipfjo/deer-detection", device_map="auto")Quick Links
deer-detection
Autogenerated by HuggingPics🤗🖼️
Create your own image classifier for anything by running the demo on Google Colab.
Report any issues with the demo at the github repo.
Example Images
cat
deer
dog in backyard
person
person gardening in yard
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Evaluation results
- Accuracyself-reported0.920
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="samipfjo/deer-detection") pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")