项目作者: ahsanGoheer

项目描述 :
An ML.NET based application trained on the Kaggle Cat Dog Dataset that predicts whether the given image is of a Dog or a Cat.
高级语言: C#
项目地址: git://github.com/ahsanGoheer/Cat-Dog-Detector.git
创建时间: 2020-07-30T15:29:20Z
项目社区:https://github.com/ahsanGoheer/Cat-Dog-Detector

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Cat-Dog-Detector

An ML.NET based application trained on the Kaggle Cat Dog Dataset that predicts whether the given image is of a Dog or a Cat.

Overview

I made a simple windows forms application to classify images of cats and dogs. The purpose of this application was to see test out the ML.NET framework.
The Classification model was trained using a DNN+resnet50 architecture. The Cat Dog Dataset used to trained the model comprised of 12000 images each approx.

Screenshot of the Application

Cat Detection

Dog Detection