Rubén Escobedo commited on
Commit ·
bcfdd81
1
Parent(s): c8ee783
Update app.py
Browse files
app.py
CHANGED
|
@@ -1,13 +1,14 @@
|
|
| 1 |
from fastai.vision.all import *
|
| 2 |
from icevision.all import *
|
| 3 |
import gradio as gr
|
|
|
|
| 4 |
|
| 5 |
# Definimos una función que se encarga de llevar a cabo las predicciones
|
| 6 |
def predict(img):
|
| 7 |
class_map = ClassMap(['Kangaroo'])
|
| 8 |
model = models.torchvision.faster_rcnn.model(backbone=models.torchvision.faster_rcnn.backbones.resnet18_fpn(pretrained=True), num_classes=len(class_map))
|
| 9 |
# model = models.torchvision.faster_rcnn.model(backbone=models.torchvision.faster_rcnn.backbones.resnet18_fpn, num_classes=len(class_map))
|
| 10 |
-
state_dict = torch.load('model.pth')
|
| 11 |
model.load_state_dict(state_dict)
|
| 12 |
|
| 13 |
infer_tfms = tfms.A.Adapter([*tfms.A.resize_and_pad(384),tfms.A.Normalize()])
|
|
|
|
| 1 |
from fastai.vision.all import *
|
| 2 |
from icevision.all import *
|
| 3 |
import gradio as gr
|
| 4 |
+
import torch
|
| 5 |
|
| 6 |
# Definimos una función que se encarga de llevar a cabo las predicciones
|
| 7 |
def predict(img):
|
| 8 |
class_map = ClassMap(['Kangaroo'])
|
| 9 |
model = models.torchvision.faster_rcnn.model(backbone=models.torchvision.faster_rcnn.backbones.resnet18_fpn(pretrained=True), num_classes=len(class_map))
|
| 10 |
# model = models.torchvision.faster_rcnn.model(backbone=models.torchvision.faster_rcnn.backbones.resnet18_fpn, num_classes=len(class_map))
|
| 11 |
+
state_dict = torch.load('model.pth', map_location=torch.device('cpu'))
|
| 12 |
model.load_state_dict(state_dict)
|
| 13 |
|
| 14 |
infer_tfms = tfms.A.Adapter([*tfms.A.resize_and_pad(384),tfms.A.Normalize()])
|