Update app.py

#2
by merve HF staff - opened
Files changed (1) hide show
  1. app.py +7 -2
app.py CHANGED
@@ -1,9 +1,13 @@
1
  import gradio as gr
2
  import spaces
3
  import os
 
4
 
 
 
 
5
  @spaces.GPU
6
- def yolov9_inference(img_path, model_path,image_size, conf_threshold, iou_threshold):
7
  """
8
  Load a YOLOv9 model, configure it, perform inference on an image, and optionally adjust
9
  the input size and apply test time augmentation.
@@ -19,7 +23,8 @@ def yolov9_inference(img_path, model_path,image_size, conf_threshold, iou_thresh
19
  import yolov9
20
 
21
  # Load the model
22
- model = yolov9.load(model_path, device="cuda:0")
 
23
 
24
  # Set model parameters
25
  model.conf = conf_threshold
 
1
  import gradio as gr
2
  import spaces
3
  import os
4
+ from huggingface_hub import hf_hub_download
5
 
6
+ def download_models(model_id):
7
+ hf_hub_download("merve/yolov9", filename=f"{model_id}", local_dir=f"./{model_id}")
8
+ return f"./{model_id}"
9
  @spaces.GPU
10
+ def yolov9_inference(img_path, model_id, image_size, conf_threshold, iou_threshold):
11
  """
12
  Load a YOLOv9 model, configure it, perform inference on an image, and optionally adjust
13
  the input size and apply test time augmentation.
 
23
  import yolov9
24
 
25
  # Load the model
26
+ model_path = download_models(model_id)
27
+ model = yolov9.load(model_path, device="cuda")
28
 
29
  # Set model parameters
30
  model.conf = conf_threshold