hashpost

Mobile app that generates hashtags, captions, and mood boards for social media posts using machine learning

Minimum Viable Product

Using an image analysis API, data (such as dominate colors, explicitness, key objects, any text, and overall mood) is taken from the photo and linked to relevant and trending hashtags and captions.

• Backend:
  • Image analysis algorithm to return image's significant data
  • Scraping algorithm to determine popular related hashtags and relevant captions
  • Keeping track of the users past post preferences
• Frontend:
  • Clean login, settings/user, and menu pages
  • User friendly way to display image data, possible hashtags, and captions
  • Ability to use onboard camera and photo album

Resouces

Image Analysis API

• Google Vision API
• Clarifai
• Amazon Rekognition

Database

• MongoDB
• AWS

Cross-Platform Frameworks

• React Native and Node.js
  • Expo is a really good way to quickly get things up and running on your actual phones through the testing process
• Flutter

Tools

Prototyping

• Figma
• Sketch
• Adobe Illustrator

Text Editiors and IDEs

• Visual Studio is preferred because of the ease of version control
• Atom