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nuzrub/README.md

Ygor Rebouças — @nuzrub

Software developer turned data scientist after falling in love with AI and all its branches. I have spent the past 4 years developing AI solutions from the ground up for companies and universities, with focus on image segmentation, pose detection, and activity recognition, while writing about AI and its trends on Medium.

Connect with me on LinkedIn for business inquiries and to chat about AI

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  1. Writing TensorFlow 2 Custom Loops: A... Writing TensorFlow 2 Custom Loops: A step-by-step guide from Keras to TensorFlow 2
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    # Author: Ygor Rebouças
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    ### The Training Loop
    
              
    
          
    
    
    
  
    

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          Reproducing the main findings of the...
Reproducing the main findings of the paper "Training BatchNorm and Only BatchNorm: On the Expressive Power of Random Features in CNNs"       
    

          
    
              
    
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    # Reproducing the main findings of the paper "Training BatchNorm and Only BatchNorm: On the Expressive Power of Random Features in CNNs" 
    
              
    
              
    
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    # Goal: Train a ResNet model to solve the CIFAR-10 dataset using only batchnorm layers, all else is frozen at their random initial state.
    
              
    
              
    
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    # https://medium.com/@ygorrebouasserpa
    
              
    
              
    
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    # https://www.linkedin.com/in/ygor-rebouças-serpa-11606093/
    
              
    
              
    
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TensorFlow Object Detection API simplified sample code for inference      
    

          
    
              
    
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    from PIL import Image
    
              
    
              
    
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    import matplotlib.pyplot as plt
    
              
    
              
    
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    import tensorflow as tf
    
              
    
          
    
    
    
  
    

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              ppgia-unifor/Broadmark
ppgia-unifor/Broadmark          Public
        
    
      
    


      
    
        A framework for the development, testing and evaluation of broad phase collision detection algorithms
      
    

      
    
          
  
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