| import pickle |
| import gradio as gr |
| def make_predicition(sepal_length,sepal_width,petal_length,petal_width): |
| with open("model_iris.pkl","rb") as f: |
| clf=pickle.load(f) |
| preds=clf.predict([[sepal_length,sepal_width,petal_length,petal_width]]) |
| if preds==0: |
| return "IRIS-SETOSA" |
| elif preds==1: |
| return "IRIS-VERSICOLOR" |
| else: |
| return "IRIS-VIRGINICA" |
| |
| sep_len=gr.Number(label="SEPAL LENGTH") |
| sep_wid=gr.Number(label="SEPAL WIDTH") |
| pet_len=gr.Number(label="PETAL LENGTH") |
| pet_wid=gr.Number(label="PETAL WIDTH") |
| |
| output=gr.Textbox() |
|
|
| app=gr.Interface(fn=make_predicition,inputs=[sep_len,sep_wid,pet_len,pet_wid],outputs=output) |
| app.launch() |
