Update app.py
Browse files
app.py
CHANGED
|
@@ -2,11 +2,14 @@ from fastai.vision.all import *
|
|
| 2 |
import gradio as gr
|
| 3 |
import glob
|
| 4 |
|
| 5 |
-
class Hook():
|
| 6 |
-
def hook_func(self, m, i, o): self.stored = o.detach().clone()
|
| 7 |
|
| 8 |
-
learn = load_learner("resnet152_fit_one_cycle_freeze_91acc.pkl", cpu=True)
|
| 9 |
|
|
|
|
|
|
|
|
|
|
| 10 |
categories = ('arbanasi', 'filibe', 'gjirokoster', 'iskodra', 'kula', 'kuzguncuk', 'larissa_ampelakia', 'mardin', 'ohrid', 'pristina', 'safranbolu', 'selanik', 'sozopol_suzebolu', 'tiran', 'varna')
|
| 11 |
def classify_img(img):
|
| 12 |
pred,idx,probs=learn.predict(img)
|
|
|
|
| 2 |
import gradio as gr
|
| 3 |
import glob
|
| 4 |
|
| 5 |
+
#class Hook():
|
| 6 |
+
# def hook_func(self, m, i, o): self.stored = o.detach().clone()
|
| 7 |
|
| 8 |
+
#learn = load_learner("resnet152_fit_one_cycle_freeze_91acc.pkl", cpu=True)
|
| 9 |
|
| 10 |
+
#categories = ('arbanasi', 'filibe', 'gjirokoster', 'iskodra', 'kula', 'kuzguncuk', 'larissa_ampelakia', 'mardin', 'ohrid', 'pristina', 'safranbolu', 'selanik', 'sozopol_suzebolu', 'tiran', 'varna')
|
| 11 |
+
|
| 12 |
+
learn = load_learner("convnext_mixup_0_33.pkl", cpu=True)
|
| 13 |
categories = ('arbanasi', 'filibe', 'gjirokoster', 'iskodra', 'kula', 'kuzguncuk', 'larissa_ampelakia', 'mardin', 'ohrid', 'pristina', 'safranbolu', 'selanik', 'sozopol_suzebolu', 'tiran', 'varna')
|
| 14 |
def classify_img(img):
|
| 15 |
pred,idx,probs=learn.predict(img)
|