A machine learning based emoji image classifier

Last update: Aug 30, 2022

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Overview

BQBClassifier 🕶️

Given that my photo albums are mixed with various emojis that often spoil my good mood, I wrote such an app to organize my albums. With a core made with artificial intelligence, it uses nearly 50G of emojis and daily photos as training data and deeply integrates CoreML technology to provide a very perfect user experience ~~for myself~~.

License

This project uses the MIT license, so you can play around with it.

Notice

Machine learning is not perfect. This model provides a near-perfect recognition success rate of close to 95% in my daily use. However the variability in the characteristics of the data generated by different users can be significant. In the worst case, the recognition success rate may still be only 10%. Please be aware of this.

大佬说自己水那都是 SK II

Although we disclose the results of machine learning, models, we do not provide training data because they are very relevant to individuals and involve a lot of privacy. If you want to train your own models, please be bold. Replace the model within the project and it will be automatically applied to the app.

Contributors

Without their hard work, this project would not have been possible today.

2021.4.8

Comments

Notice: App Crash - Permission Issue

We found a very serious crash in the app that affects the core functionality of the app.

Specifically, when the user selects to allow access to only some of the photos, the app crashes because it cannot create new albums.

We’ve fixed this issue with an update and it is currently under review by the App Store team.

opened by Lakr233 1

A machine learning based emoji image classifier

Related tags

Overview

BQBClassifier 🕶️

License

Notice

Contributors

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Comments

Notice: App Crash - Permission Issue

Owner

Lakr Aream

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