Spaces:
Sleeping
Sleeping
| import gradio as gr | |
| import fastai | |
| from fastai.vision.all import * | |
| learn=load_learner("class.pkl") | |
| categories=('Lilly','Lotus','Orchid','Sunflower','Tulip') | |
| def classify_image(img): | |
| pred,idx,probs=learn.predict(img) | |
| return dict(zip(categories,map(float,probs))) | |
| image=gr.inputs.Image(shape=(192,192)) | |
| label=gr.outputs.Label() | |
| examples=['lilly.jpg','lotus.jpg','orchid.jpg','sunflower.jpg','tulip.jpg'] | |
| intf=gr.Interface(fn=classify_image,inputs=image,outputs=label,examples=examples) | |
| intf.launch(inline=False) |