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import gradio as gr | |
from PIL import Image | |
from huggingface_hub import hf_hub_url | |
from transformers import CLIPProcessor, CLIPModel | |
def generate_image(prompt, model_name): | |
model = CLIPModel.from_pretrained(model_name) | |
processor = CLIPProcessor.from_pretrained(model_name) | |
inputs = processor(text=prompt, return_tensors="pt", padding=True, truncation=True) | |
outputs = model.generate(**inputs) | |
save_image(outputs, 'generated_image.png') | |
return 'generated_image.png' | |
iface = gr.Interface( | |
fn=generate_image, | |
inputs=[gr.inputs.Textbox(label="Enter your prompt"), | |
gr.inputs.Dropdown(choices=['openai/clip-vit-base-patch32', 'openai/clip-vit-large-patch32'], label="Select a model")], | |
outputs=gr.outputs.Image(type="pil"), | |
) | |
iface.launch() | |