flashfoxter / age-and-gender-estimation Goto Github PK

An Android application utilising the OpenCV and Tensorflow frameworks to develop a mobile platform that can perform an estimation of age & gender of a subject in a given image.

• Capture Image is used to capture a new image with the devices camera.
  • On capturing new image the application will begin face detection, only 1 face can be present in order to perform an estimation.
• Import Image is used to import a new image from the devices gallery.
  • Estimation can only be performed on 1 face, if multiple faces are detected in a single image then the user must select a face presented to the user in order to extract it.
• All results will displayed in a separate UI instance.

• General
  • Change application logo to updated minimal background icon.
  • Replace Toast messages with Snackbar messages for neater UI alerts.
  • Add option to open previous estimations.
• Main Menu
  • Remove DNN Test button from main menu.
• Capture Image
  • Add front facing camera functionality.
  • Add graphic to UI alerting user to rotate screen for better image capture.
  • Add function that prompts user that they infact confirm to use captured image for estimation.
• Import Image
  • Restyle native gallery intent to theme of application.
• Multiple Faces
  • Fix bug that removes fragment from view when device is rotated.
• Results
  • Fix bug that crashes application when device is rotated or placed in background then resumed.
  • Restyle results from model output.
  • Add option to save image and/or estimation results to phone.
• Testing
  • Add unit tests to test code.
  • Add tests to test UI elements and functionality.
  • Add tests to automatically test age/gender classifiers. (100 images)
  • Test functionality on numerous screensizes, I.e. various mobile screen sizes, tablets.