Spaces:
Sleeping
Sleeping
| from fastai.vision.all import * | |
| import gradio as gr | |
| import pathlib | |
| plt = platform.system() | |
| if plt == 'Linux': pathlib.WindowsPath = pathlib.PosixPath | |
| learn = load_learner("export.pkl" ) | |
| bear_types = ('grizzly' , 'black' , 'teddy') | |
| def classify_image(img): | |
| pred, pred_idx, probs = learn.predict(img) | |
| return dict(zip(bear_types , map(float , probs))) | |
| image = gr.inputs.Image(shape=(224 , 224)) | |
| label = gr.outputs.Label() | |
| examples = ["teddy.jpg" , "black.jpg" , "grizzly.jpg" ] | |
| intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples) | |
| intf.launch(inline = False) | |