# pip install -U transformers accelerate
# Load model directly
from transformers import AutoImageProcessor, AutoModelForImageClassification
processor = AutoImageProcessor.from_pretrained("kmewhort/resnet34-sketch-classifier")
model = AutoModelForImageClassification.from_pretrained("kmewhort/resnet34-sketch-classifier", device_map="auto")Quick Links
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Check out the documentation for more information.
Resnet34 Sketch Classifier
This is a basic sketch classifier using ResNet-34 and fine-tuning it on the full TU-Berlin dataset.
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# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="kmewhort/resnet34-sketch-classifier") pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")