👀 iOS11 demo application for age and gender classification of facial images.

Related tags

Machine Learning swift ios machine-learning vision facial-recognition gender-classification emotion-recognition swift4 coreml coreml-models
Overview

Faces Vision Demo

iOS11 demo application for age and gender classification of facial images using Vision and CoreML.

FacesVisionDemo

Model

This demo is based on the age, gender and emotion neural network classifiers, which were converted from Caffe models to CoreML models using coremltools python package.

Age classification

Gender classification

Emotion Recognition

Requirements

  • Xcode 9
  • iOS 11

Installation

git clone https://github.com/cocoa-ai/FacesVisionDemo.git
cd FacesVisionDemo
pod install
open Faces.xcworkspace/

Conversion

Download Caffe model and deploy.prototxt. Links can also be found here. Move downloaded files to Covert/EmotionClassification folder.

cd Convert
./download.sh
python age.py
python gender.py
python emotion.py

Download the Age, Gender and Emotion CoreML models and add the files to "Resources" folder in the project's directory.

Build the project and run it on a simulator or a device with iOS 11.

Author

Vadym Markov, [email protected]

Credits

References

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Comments
  • Not getting file on path https://dl.dropboxusercontent.com/u/38822310/DemoDir.zip

    Not getting file on path https://dl.dropboxusercontent.com/u/38822310/DemoDir.zip

    On ./download.sh getting error

    Resolving dl.dropboxusercontent.com... 162.125.81.6, 2620:100:6031:6::a27d:5106 Connecting to dl.dropboxusercontent.com|162.125.81.6|:443... connected. WARNING: cannot verify dl.dropboxusercontent.com's certificate, issued by ‘[email protected],CN=FGT5HD3917800279,OU=Certificate Authority,O=Fortinet,L=Sunnyvale,ST=California,C=US’: Self-signed certificate encountered. HTTP request sent, awaiting response... 404 Not Found 2017-09-14 11:43:59 ERROR 404: Not Found.

    When I checked then file is not available on path

    opened by sarishti 1
  • Add description how to download Emotion classification models

    Add description how to download Emotion classification models

    Original Caffe files were moved to Google Drive and cannot be downloaded by wget anymore. There is a description how to download model and deploy.prototxt manually.

    opened by vadymmarkov 0
Owner
Cocoa AI
The Cocoa Artificial Intelligence Lab
Cocoa AI
GitHub https://github.com/cocoa-ai
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