Daniele - mokapp.com gali8
gali8
/ coremltools_pycharm.py
Last active
September 15, 2017 08:14
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| import coremltools | |
| #https://apple.github.io/coremltools/generated/coremltools.converters.caffe.convert.html | |
| coreml_modelAge = coremltools.converters.caffe.convert(('age_net.caffemodel', 'deploy_age.prototxt', 'mean.binaryproto'), image_input_names='data') | |
| coreml_modelAge.save('Age.mlmodel') | |
| coreml_modelGender = coremltools.converters.caffe.convert(('gender_net.caffemodel', 'deploy_gender.prototxt', 'mean.binaryproto'), image_input_names='data') | |
| coreml_modelGender.save('Gender.mlmodel') |
gali8
/ coremltools_terminal.py
Last active
September 15, 2017 08:13
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| import coremltools | |
| coreml_modelGender = coremltools.converters.caffe.convert(('gender_net.caffemodel', 'deploy_gender.prototxt', 'mean.binaryproto'), image_input_names='data') | |
| coreml_modelGender.save('Gender.mlmodel') | |
| coreml_modelAge = coremltools.converters.caffe.convert(('age_net.caffemodel', 'deploy_age.prototxt', 'mean.binaryproto'), image_input_names='data') | |
| coreml_modelAge.save('Age.mlmodel') |
gali8
/ genderage_camera.swift
Created
September 15, 2017 15:54
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| @IBAction func camera(_ sender: Any) { | |
| let cameraPicker = UIImagePickerController() | |
| cameraPicker.delegate = self | |
| if cameraMode { | |
| cameraPicker.sourceType = .camera | |
| cameraPicker.allowsEditing = true | |
| cameraPicker.cameraCaptureMode = .photo | |
| cameraPicker.cameraDevice = .rear | |
| cameraPicker.showsCameraControls = true |
gali8
/ genderage_import.swift
Created
September 15, 2017 15:56
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| import UIKit | |
| import CoreML | |
| import Vision | |
| class ViewController: UIViewController, UINavigationControllerDelegate, UIImagePickerControllerDelegate { |
gali8
/ genderage_imagepickercontrollerdelegate.swift
Created
September 15, 2017 16:01
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| //MARK: - UIImagePickerControllerDelegate | |
| func imagePickerControllerDidCancel(_ picker: UIImagePickerController) { | |
| picker.dismiss(animated: true, completion: nil) | |
| } | |
| func imagePickerController(_ picker: UIImagePickerController, didFinishPickingMediaWithInfo info: [String : Any]) { | |
| picker.dismiss(animated: true, completion: nil) | |
| guard let image = info["UIImagePickerControllerOriginalImage"] as? UIImage else { |
gali8
/ genderage_coremlextension.swift
Created
September 15, 2017 16:09
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| // | |
| // CoreMLExtension.swift | |
| // GenderAge | |
| // | |
| // Created by Daniele on 12/09/17. | |
| // Copyright © 2017 nexor. All rights reserved. | |
| // | |
| import UIKit | |
| import CoreML |
gali8
/ genderage_predictpixelbuffer.swift
Created
September 15, 2017 16:11
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| func predictImageUIGraphics(image: UIImage) { | |
| let (pixelBuffer, _) = image.pixelBuffer() | |
| guard let pixels = pixelBuffer else { | |
| self.resetOnError() | |
| return | |
| } | |
| self.lblGender?.text = analyzing |
gali8
/ gender_predictvision.swift
Created
September 15, 2017 16:14
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| func predictImageVision(image: UIImage) { | |
| let genderModel = try! VNCoreMLModel(for: Gender().model) | |
| let genderRequest = VNCoreMLRequest(model: genderModel) { (req, err) in | |
| guard let results = req.results as? [VNCoreMLFeatureValueObservation], let firstResult = results.first else { | |
| self.resetOnError() | |
| return | |
| } | |
| self.setGender(prob: firstResult.featureValue.multiArrayValue) | |
| } |
gali8
/ gender_predicterrordone.swift
Created
September 15, 2017 16:20
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| func resetOnError() { | |
| DispatchQueue.main.async { | |
| self.imgPicture?.image = nil | |
| self.lblGender?.text = self.noPixels | |
| } | |
| } | |
| func setGender(prob: MLMultiArray?) { | |
| DispatchQueue.main.async { | |
| guard let probArray = prob, probArray.count >= 2 else { |
gali8
/ storyboard_slow.xml
Created
December 5, 2017 12:35
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| <?xml version="1.0" encoding="UTF-8"?> | |
| <document type="com.apple.InterfaceBuilder3.CocoaTouch.Storyboard.XIB" version="3.0" toolsVersion="13529" targetRuntime="iOS.CocoaTouch" propertyAccessControl="none" useAutolayout="YES" useTraitCollections="YES" colorMatched="YES" initialViewController="BYZ-38-t0r"> | |
| <device id="retina5_9" orientation="portrait"> | |
| <adaptation id="fullscreen"/> | |
| </device> | |
| <dependencies> | |
| <deployment identifier="iOS"/> | |
| <plugIn identifier="com.apple.InterfaceBuilder.IBCocoaTouchPlugin" version="13527"/> | |
| <capability name="documents saved in the Xcode 8 format" minToolsVersion="8.0"/> | |
| </dependencies> |
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