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Welcome to My DeepLearning Repo

This Repository contain all my work associated to Machine Learning field.

Work

Advanced Deep Learning Work

Projects

Cat and Dog Classification

  • A Complete GUI Based Project that contain a Machine Learning model which is capable of identifying cat or dog.

    Model: Conv2d

    Libraries: Tensorflow, Python, Pandas, Numpy

    GUI: Tkinter

    image

HandWritten Digit Recognition

  • A Complete GUI Based Project which predict the hand written digit drawn from the canvas that contain a Machine Learning model at backend which is capable of identifying the digit.

    Model: ANN

    Dataset: MNIST

    Libraries: Tensorflow, Python, Pandas, Numpy

    GUI: Tkinter

    image

Iris Plant Classification using Sepal vs Petal

  • A Deep Learning Based Project that contain a Machine Learning model at backend which is capable of identifying the type of Flower.

    Model: ANN

    Libraries: Tensorflow, Python, Pandas, Numpy

    image

Rock and Mine Detection

  • A Deep Learning Based Project that contain a Machine Learning model at backend which is capable of identifying the Rock or Mine.

    Model: ANN

    Libraries: Tensorflow, Python, Pandas, Numpy

    image

House Price Prediction

  • A Deep Learning Based Project that contain a Machine Learning model at backend which is capable to predict the house price.

    Model: ANN

    Dataset: Boston Housing

    Libraries: Tensorflow, Python, Pandas, Numpy, matplotlib

    image

Fashion Items Recognition

  • A Deep Learning Based Project that contain a Deep Learning model which is capable to predict the fasion items.

    Model: ANN

    Dataset: Fashion MNIST

    Libraries: Tensorflow, Python, Pandas, Numpy, matplotlib

    image

Movie Reviews Classification

  • A Deep Learning Based Project that contain a Deep Learning model which is capable to predict the type of review either in positive or negative.

    Model: ANN

    Dataset: IMDB

    Libraries: Tensorflow, Python, Pandas, Numpy, matplotlib

    image

Newswires Classification

  • A Deep Learning Based Project that contain a Deep Learning model which is capable to predict the type of news.

    Model: ANN

    Dataset: Reuters

    Libraries: Tensorflow, Python, Pandas, Numpy, matplotlib

References

Book: Deep Learning With Python by François Chollet

Datasets: kaggle.com