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## https://medium.com/@sa.pieri.98/build-your-first-hugging-face-space-with-gradio-a-beginners-guide-14bc42d66887 | |
import gradio as gr | |
from transformers import pipeline | |
#pipeline = pipeline(task="image-classification", model="julien-c/hotdog-not-hotdog") | |
#pipeline = pipeline(task="image-classification", model="hg2001/autotrain-animals-vs-humans2-37846100283") | |
pipeline = pipeline("image-classification", model="lazyturtl/roomclassifier") | |
#pipeline = pipeline("image-classification", model="dima806/facial_emotions_image_detection") | |
def predict(image): | |
predictions = pipeline(image) | |
return {p["label"]: p["score"] for p in predictions} | |
gr.Interface( | |
predict, | |
inputs = gr.Image(), | |
# inputs = gr.Image(label="Upload Any room photo", type = "filepath"), | |
outputs = gr.Label(num_top_classes=5), | |
title="Show your face ?", | |
).launch(share="True") | |
#inputs = gr.Image(sources=["webcam"], streaming=True), | |
#sources=["upload", "webcam", "clipboard"] | |