Water Melody

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Inspiration

Summer is coming! Plus this article: Automated determination of watermelon ripeness based on image color segmentation and rind texture analysis

What it does

Mobile app and web service for watermelon quality estimation based on sound of knock.

How we built it

Machine Learning for classification and prediction based on the gradient boosting. Sound pattern recognition.

Challenges we ran into

Your Track

Accomplishments that we're proud of

Recognition of knock pattern from sound file.

What we learned

Sound analysis

What's next for Water Melody

Collecting from users location data of where it is worth to buy a watermelon and where we do not advice you to go to.

Built With

• catboost
• flask
• javascript
• numpy
• pandas
• pydub
• python
• react-native
• scipy