Update app.py
Browse files
app.py
CHANGED
@@ -1,17 +1,10 @@
|
|
1 |
-
from huggingface_hub import from_pretrained_fastai
|
2 |
import gradio as gr
|
3 |
-
from fastai.vision.all import *
|
4 |
from icevision.all import *
|
5 |
|
6 |
-
# repo_id = "YOUR_USERNAME/YOUR_LEARNER_NAME"
|
7 |
-
# repo_id = "igmarco/raccoon-image-detection"
|
8 |
-
|
9 |
model1 = models.torchvision.faster_rcnn.model(backbone=models.torchvision.faster_rcnn.backbones.resnet18_fpn, num_classes=len(class_map))
|
10 |
state_dict = torch.load('fasterRCNN_resnet18_Raccoons.pth')
|
11 |
model1.load_state_dict(state_dict)
|
12 |
|
13 |
-
# model1 = from_pretrained_fastai(repo_id)
|
14 |
-
|
15 |
def show_preds(input_image, display_label, display_bbox, detection_threshold):
|
16 |
|
17 |
if detection_threshold==0: detection_threshold=0.5
|
|
|
|
|
1 |
import gradio as gr
|
|
|
2 |
from icevision.all import *
|
3 |
|
|
|
|
|
|
|
4 |
model1 = models.torchvision.faster_rcnn.model(backbone=models.torchvision.faster_rcnn.backbones.resnet18_fpn, num_classes=len(class_map))
|
5 |
state_dict = torch.load('fasterRCNN_resnet18_Raccoons.pth')
|
6 |
model1.load_state_dict(state_dict)
|
7 |
|
|
|
|
|
8 |
def show_preds(input_image, display_label, display_bbox, detection_threshold):
|
9 |
|
10 |
if detection_threshold==0: detection_threshold=0.5
|