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gimseng / 99-ML-Learning-Projects

A list of 99 machine learning projects for anyone interested to learn from coding and building projects
MIT License
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[EXE] Horses_vs_Humans Classification #197

Open Overlrd opened 1 year ago

Overlrd commented 1 year ago

Learning Goals

Exercise Statement

Write a Convolutional Neural Network for binary classification on the horse_vs_human dataset

Prerequisites

Data source/summary:

Horses or Humans is a dataset of 300×300 images, created by Laurence Moroney, that is licensed CC-By-2.0 for anybody to use in learning or testing computer vision algorithms.

The set contains 500 rendered images of various species of horse in various poses in various locations. It also contains 527 rendered images of humans in various poses and locations. Emphasis has been taken to ensure the diversity of humans, and to that end, there are both men and women as well as Asian, Black, South Asian, and Caucasians present in the training set. The validation set adds 6 different figures of different gender, race, and poses to ensure breadth of data.

For more info http://www.laurencemoroney.com/horses-or-humans-dataset/

(Optional) Suggest/Propose Solutions

I have the solution using Tensorflow, will be happy to create pull request to include the exercise statement/solution]

(Optional) Further Links/Credits to Relevant Resources:

This exercise and solution's proposal came from a lab session from The Tensorflow Developer Professional Certificate Course On Coursera

DhruvSanghvi2002 commented 1 year ago

I would love to contribute over the project, pls assign me this issue