Spaces:
Sleeping
Sleeping
changed the UI
Browse files
app.py
CHANGED
@@ -3,12 +3,13 @@ import torch
|
|
3 |
import torchvision.transforms.functional as TF
|
4 |
from model import NeuralNetwork
|
5 |
import json
|
|
|
6 |
|
7 |
device = "cuda" if torch.cuda.is_available() else "cpu"
|
8 |
|
9 |
def pokemon_classifier(inp):
|
10 |
model = NeuralNetwork()
|
11 |
-
model.load_state_dict(torch.load(
|
12 |
model.eval()
|
13 |
|
14 |
with open('labels.json') as f:
|
@@ -25,5 +26,12 @@ def pokemon_classifier(inp):
|
|
25 |
|
26 |
return labels[str(pokemon)]
|
27 |
|
28 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
29 |
demo.launch()
|
|
|
3 |
import torchvision.transforms.functional as TF
|
4 |
from model import NeuralNetwork
|
5 |
import json
|
6 |
+
import os
|
7 |
|
8 |
device = "cuda" if torch.cuda.is_available() else "cpu"
|
9 |
|
10 |
def pokemon_classifier(inp):
|
11 |
model = NeuralNetwork()
|
12 |
+
model.load_state_dict(torch.load("model_best.pt", map_location=torch.device(device)))
|
13 |
model.eval()
|
14 |
|
15 |
with open('labels.json') as f:
|
|
|
26 |
|
27 |
return labels[str(pokemon)]
|
28 |
|
29 |
+
with gr.Blocks() as demo:
|
30 |
+
gr.Markdown("# Gen 1 Pokemon classifier")
|
31 |
+
with gr.Row():
|
32 |
+
inp = gr.Image(type="pil")
|
33 |
+
out = gr.Textbox()
|
34 |
+
btn = gr.Button("Run")
|
35 |
+
btn.click(fn=pokemon_classifier, inputs=inp, outputs=out)
|
36 |
+
|
37 |
demo.launch()
|
images/{Aerodactyl61.jpg β Aerodactyl.jpg}
RENAMED
File without changes
|
images/{Bulbasaur1.jpg β Bulbasaur.jpg}
RENAMED
File without changes
|
images/{Charizard10.jpg β Charizard.jpg}
RENAMED
File without changes
|