zachwormgoor@gmail.com commited on
Commit
91cc7ac
1 Parent(s): 0917cd6

more sample images for testing

Browse files
Files changed (5) hide show
  1. amateur-easy.jpg +0 -0
  2. amateur-easy2.jpg +0 -0
  3. app.py +5 -2
  4. stock-easy.jpg +0 -0
  5. stock-easy2.jpg +0 -0
amateur-easy.jpg ADDED
amateur-easy2.jpg ADDED
app.py CHANGED
@@ -45,7 +45,10 @@ import gradio as gr
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  # model created from: https://www.kaggle.com/code/zachwormgoor/stock-photo-recognizer
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  learn = load_learner('model.pkl')
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- categories = ('stock', 'amateur')
 
 
 
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  def classify_image(img):
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  pred,idx,probs = learn.predict(img)
@@ -54,7 +57,7 @@ def classify_image(img):
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  image = gr.inputs.Image(shape=(192, 192))
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  label = gr.outputs.Label()
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- examples = ['stock.jpg', 'amateur.jpg', 'unsure.jpg']
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  # stock: https://image.shutterstock.com/image-photo/industrial-interior-storage-tank-rusty-260nw-132762554.jpg
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  # amateur: https://cimg3.ibsrv.net/cimg/www.honda-tech.com/1024x768_85/479/AAApril-2-Control-Arms-01-58479.jpg
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  # unsure: https://en.wikipedia.org/wiki/Joshua_Bean
 
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  # model created from: https://www.kaggle.com/code/zachwormgoor/stock-photo-recognizer
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  learn = load_learner('model.pkl')
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+ categories = ('amateur', 'stock')
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+
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+ #may have categories swapped?
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+ #add probs to UI somewhere
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  def classify_image(img):
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  pred,idx,probs = learn.predict(img)
 
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  image = gr.inputs.Image(shape=(192, 192))
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  label = gr.outputs.Label()
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+ examples = ['stock.jpg', 'stock-easy.jpg', 'stock-easy2.jpg', 'amateur.jpg', 'amateur-easy.jpg', 'amateur-easy2.jpg', 'unsure.jpg']
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  # stock: https://image.shutterstock.com/image-photo/industrial-interior-storage-tank-rusty-260nw-132762554.jpg
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  # amateur: https://cimg3.ibsrv.net/cimg/www.honda-tech.com/1024x768_85/479/AAApril-2-Control-Arms-01-58479.jpg
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  # unsure: https://en.wikipedia.org/wiki/Joshua_Bean
stock-easy.jpg ADDED
stock-easy2.jpg ADDED