vncgabriel commited on
Commit
d92c6da
verified
1 Parent(s): 8d2baaa

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +12 -12
app.py CHANGED
@@ -2,20 +2,20 @@ from huggingface_hub import from_pretrained_fastai
2
  import gradio as gr
3
  from fastai.vision.all import *
4
 
5
-
6
-
7
- # repo_id = "YOUR_USERNAME/YOUR_LEARNER_NAME"
8
- repo_id = "joheras/futurama"
9
-
10
  learner = from_pretrained_fastai(repo_id)
11
  labels = learner.dls.vocab
12
 
13
- # Definimos una funci贸n que se encarga de llevar a cabo las predicciones
14
  def predict(img):
15
- #img = PILImage.create(img)
16
- pred,pred_idx,probs = learner.predict(img)
17
  return {labels[i]: float(probs[i]) for i in range(len(labels))}
18
-
19
- # Creamos la interfaz y la lanzamos.
20
- gr.Interface(fn=predict, inputs=gr.inputs.Image(shape=(128, 128)), outputs=gr.outputs.Label(num_top_classes=3),examples=['fry.jpg','leela.jpg']).launch(share=False)
21
-
 
 
 
 
 
2
  import gradio as gr
3
  from fastai.vision.all import *
4
 
5
+ # Carregar modelo do Hugging Face
6
+ repo_id = "vncgabriel/viniciusdias"
 
 
 
7
  learner = from_pretrained_fastai(repo_id)
8
  labels = learner.dls.vocab
9
 
10
+ # Fun莽茫o de predi莽茫o
11
  def predict(img):
12
+ pred, pred_idx, probs = learner.predict(img)
 
13
  return {labels[i]: float(probs[i]) for i in range(len(labels))}
14
+
15
+ # Criar a interface Gradio
16
+ gr.Interface(
17
+ fn=predict,
18
+ inputs=gr.Image(), # 馃敶 Removido `shape=(128, 128)`
19
+ outputs=gr.Label(num_top_classes=3),
20
+ examples=['person78_bacteria_387.jpeg', 'person82_bacteria_404.jpeg']
21
+ ).launch(share=False)