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

  

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

  

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

  

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

  

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

  

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

  

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

  

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