kitrofimov commited on
Commit
39c00e2
·
1 Parent(s): 8b0174c

Fix model loading

Browse files
Files changed (1) hide show
  1. app.py +1 -12
app.py CHANGED
@@ -2,18 +2,7 @@ import gradio as gr
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  from fastai.vision.all import *
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  # Load model
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- classes = ['SUV', 'bus', 'cabriolet', 'crossover', 'hatchback', 'limousine', 'pickup', 'sedan', 'sports', 'truck', 'van']
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-
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- dblock = DataBlock(
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- blocks=(ImageBlock, CategoryBlock(vocab=classes)),
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- get_items=get_image_files,
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- splitter=RandomSplitter(0.2),
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- item_tfms=Resize(224)
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- )
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- dls = dblock.dataloaders(Path("."), bs=1)
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-
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- learn = cnn_learner(dls, resnet18)
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- learn.load("model.pth")
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  # Inference function
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  def classify_image(img):
 
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  from fastai.vision.all import *
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  # Load model
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+ learn = load_learner("model.pkl")
 
 
 
 
 
 
 
 
 
 
 
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  # Inference function
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  def classify_image(img):