A curated list of practical deep learning and machine learning project ideas
Text - With some topics about Natural language processing
Forecasting - Most of the topics in this section is about Time Series and similar forecasting challenges
Vision - With topics about image and video processing
Covid19 - Multi or Single Domain ideas from the Covid19 theme
Music and Audio - These topics are about combining ideas from language and audio to understand music
Covid Clinical Data
If you haven't already, checkout Kaggle's Covid19 Section as well. It has datasets and ideas both.
Autonomous Tagging of StackOverflow Questions
Sentence to Sentence semantic similarity
Fight online abuse
Open Domain question answering
Automatic text summarization
Check mlm/blog for some hints.
Univariate Time Series Forecasting
Multi-variate Time Series Forecasting
Predict Blood Donation
Search + Recommendation System
Can you predict Influencers in the Social Network?
Bone X-Ray competition
Image Segmentation/Object Detection
Large-Scale Video Understanding
Clinical Diagnostics: Image Identification, classification & segmentation
Satellite Imagery Processing for Socioeconomic Analysis
Satellite Imagery Processing for Automated Tagging
Music/Audio Recommendation Systems
Music Genre recognition using neural networks
Can I use the ideas here for my thesis? Yes, totally! I'd love to know how it went.
Do you have any advice before I start my project? Advice for Short Term Machine Learning Projects by Tim R. is a pretty good starting point!
Would you like to share my solution/code to a problem here? Sure - why not?
Go to the GitHub issues tab in this repository and let me know there.
How can I add my ideas here? Just send a pull request and we'll discuss?
Hey, something is wrong here! Yikes, I am sorry. Please tell me by raising a GitHub issue.
I'll fix it as soon as possible.
Problems are motivated by the ones shared at:
Built with lots of keyboard smashing and copy-pasta love by NirantK. Find me on Twitter!
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This repository is licensed under the MIT License. Please see the LICENSE file for more details.