merve HF staff commited on
Commit
6da107b
1 Parent(s): aec3d4f

Update app.py

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Files changed (1) hide show
  1. app.py +7 -2
app.py CHANGED
@@ -1,9 +1,13 @@
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  import gradio as gr
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  import spaces
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  import os
 
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  @spaces.GPU
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- def yolov9_inference(img_path, model_path,image_size, conf_threshold, iou_threshold):
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  """
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  Load a YOLOv9 model, configure it, perform inference on an image, and optionally adjust
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  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
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  import yolov9
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  # Load the model
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- model = yolov9.load(model_path, device="cuda:0")
 
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  # Set model parameters
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  model.conf = conf_threshold
 
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  import gradio as gr
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  import spaces
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  import os
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+ from huggingface_hub import hf_hub_download
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+ def download_models(model_id):
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+ hf_hub_download("merve/yolov9", filename=f"{model_id}", local_dir=f"./{model_id}")
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+ return f"./{model_id}"
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  @spaces.GPU
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+ def yolov9_inference(img_path, model_id, image_size, conf_threshold, iou_threshold):
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  """
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  Load a YOLOv9 model, configure it, perform inference on an image, and optionally adjust
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  the input size and apply test time augmentation.
 
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  import yolov9
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  # Load the model
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+ model_path = download_models(model_id)
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+ model = yolov9.load(model_path, device="cuda")
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  # Set model parameters
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  model.conf = conf_threshold