速報APP / 工具 / Photo Classifier

Photo Classifier

價格:免費

更新日期:2018-09-17

檔案大小:209.4 MB

目前版本:1.1

版本需求:需要 iOS 12.0 或以上版本。與 iPhone、iPad 及 iPod touch 相容。

支援語言:英語

Photo Classifier(圖1)-速報App

Photo Classifier uses state of the art Machine Learning models that use Convolutional Neural Networks (CNNs) to classify photos taken with your camera or from your library. The classification includes both a descriptive label of the scene, as well as the probability associated with the label.

Six models have been included, and the app provides the output from each of the models in a fraction of a second each. You can see more detail on the top five predictions for each model, along with the probability of each prediction.

Photo Classifier(圖2)-速報App

This is a simple but very powerful tool that demonstrates how far artificial intelligence and machine learning has come, especially the power of deep neural networks and specifically, convolutional neural networks.These models are all freely available from the internet under the licenses provided by the links below.

GoogLeNetPlaces: Creative Common License. More information available at http://places.csail.mit.edu

Photo Classifier(圖3)-速報App

Resnet50: MIT License. More information available at https://github.com/fchollet/keras/blob/master/LICENSE

Inceptionv3: MIT License. More information available at https://github.com/fchollet/keras/blob/master/LICENSE

Photo Classifier(圖4)-速報App

VGG16: Creative Commons Attribution 4.0 International(CC BY 4.0). More information available at https://creativecommons.org/licenses/by/4.0/

SqueezeNet: BSD License. More information available at https://github.com/DeepScale/SqueezeNet/blob/master/LICENSE

Photo Classifier(圖5)-速報App

MobileNet: Apache License. Version 2.0 http://www.apache.org/licenses/LICENSE-2.0

支援平台:iPhone, iPad