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Build error
| import gradio as gr | |
| import tensorflow as tf | |
| import numpy as np | |
| from PIL import Image | |
| import tensorflow.keras as keras | |
| from tensorflow.keras.models import load_model | |
| model=load_model("model1.h5") | |
| classnames=["Fire","Non-Fire"] | |
| def predict_image(img): | |
| img_4d=img.reshape(-1,180,180,3) | |
| prediction=model.predict(img_4d)[0] | |
| return {classname[i]: float(prediction[i] for i in range(2))} | |
| image=gr.inputs.Image(shape=(180,180)) | |
| label=gr.outputs.Label(num_top_classes=2) | |
| article="<p style='text-align: center'>Made by Mahak xoxo</p>" | |
| gr.Interface(fn=predict_image,inputs=image,title="Forest Fire Classifier",description="This is a forest fire classification model ",article=article,outputs=label,enable_queue=True,interpretation='default').launch() | |