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# %% | |
import gradio as gr | |
from fastai.vision.all import * | |
import timm | |
# %% | |
plant_type = ['Boxelder plant', 'Jack-in-the-Pulpit plant', 'posion_ivy plant', 'virgina creeper plant'] | |
def classify_image(img): | |
is_poison,_,probs = learn.predict(img) | |
return dict(zip(plant_type, map(float,probs))) | |
# %% | |
learn = load_learner('model_1.pkl') | |
# %% | |
image = gr.inputs.Image(shape=(192,192)) | |
label = gr.outputs.Label() | |
examples= ['poison_ivy.jpg', 'virgina_creeper.jpg', 'box_elder.jpg','jack_in_the_pulpit.jpg'] | |
intf = gr.Interface(fn=classify_image, inputs=image, outputs = label, examples = examples) | |
intf.launch(inline=False) | |