Update app.py
Browse files
app.py
CHANGED
|
@@ -1,12 +1,13 @@
|
|
| 1 |
from huggingface_hub import from_pretrained_fastai
|
| 2 |
import gradio as gr
|
| 3 |
-
from fastai.vision.all import *
|
| 4 |
|
| 5 |
# repo_id = "YOUR_USERNAME/YOUR_LEARNER_NAME"
|
| 6 |
repo_id = "inigo99/kangaroo-detector"
|
| 7 |
|
| 8 |
-
|
| 9 |
-
|
|
|
|
|
|
|
| 10 |
|
| 11 |
# Definimos una función que se encarga de llevar a cabo las predicciones
|
| 12 |
def predict(img):
|
|
|
|
| 1 |
from huggingface_hub import from_pretrained_fastai
|
| 2 |
import gradio as gr
|
|
|
|
| 3 |
|
| 4 |
# repo_id = "YOUR_USERNAME/YOUR_LEARNER_NAME"
|
| 5 |
repo_id = "inigo99/kangaroo-detector"
|
| 6 |
|
| 7 |
+
model = models.torchvision.faster_rcnn.model(backbone=models.torchvision.faster_rcnn.backbones.resnet18_fpn,
|
| 8 |
+
num_classes=len(class_map))
|
| 9 |
+
state_dict = torch.load(repo_id)
|
| 10 |
+
model.load_state_dict(state_dict)
|
| 11 |
|
| 12 |
# Definimos una función que se encarga de llevar a cabo las predicciones
|
| 13 |
def predict(img):
|