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Python Projects

Projects to learn Deep Learning concepts using Python implementation using datasets from Kaggle.

Topics for projects involve:

  • Using CNN on Sign Language images to identify alphabets of the language(Supervised learning classification)
  • Using AutoEncoder Networks to colorize gray images by finding the latent space of image data
  • Using LSTM networks(Pytorch) on stock market dataset to predict updcoming prices
  • Using LSTM network(Tensorflow) on Alcohol sales data to predict the sales value
  • Using Probabilistic Graph models
  • Using Semantic Segmentation on dash cam images for driving cars using U-net framework in Tensorflow
  • Using different models of Reinforcement learning to test on OpenAI Gym environment of 'CarRacing-v0'
  • Using Computer Vision on images for mask detection

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