ulichovick
commited on
Commit
•
04424e7
1
Parent(s):
ee50bbb
Delete app.py
Browse files
app.py
DELETED
@@ -1,36 +0,0 @@
|
|
1 |
-
from model import SurfinBird
|
2 |
-
from torchvision import transforms, io
|
3 |
-
import csv
|
4 |
-
import gradio as gr
|
5 |
-
|
6 |
-
with open("birds.csv", "r") as r:
|
7 |
-
birds = list(csv.reader(r, delimiter=","))
|
8 |
-
|
9 |
-
config = {"num_channels": 3, "hidden_units": 256, "num_classes": 525, "labels": birds}
|
10 |
-
|
11 |
-
model = SurfinBird(config=config)
|
12 |
-
model = SurfinBird.from_pretrained("ulichovick/birdnet")
|
13 |
-
|
14 |
-
usr_img_transform = transforms.Compose([
|
15 |
-
transforms.Resize(size=(224, 224)),
|
16 |
-
])
|
17 |
-
|
18 |
-
target_image = io.read_image(str(image_path)).type(torch.float32)
|
19 |
-
target_image = target_image / 255.
|
20 |
-
target_image = usr_img_transform(target_image)
|
21 |
-
|
22 |
-
model.eval()
|
23 |
-
with torch.inference_mode():
|
24 |
-
target_image = target_image.unsqueeze(dim=0)
|
25 |
-
target_image_pred = model(target_image)
|
26 |
-
target_image_pred_label = torch.argmax(target_image_pred, dim=1)
|
27 |
-
|
28 |
-
#print(config["labels"][target_image_pred_label])
|
29 |
-
|
30 |
-
gr.Interface(
|
31 |
-
transcribe,
|
32 |
-
inputs=gr.Image(label="gimme da bird"),
|
33 |
-
outputs=["textbox"],
|
34 |
-
title=titulo,
|
35 |
-
description=desc,
|
36 |
-
).launch()
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|