Remember, you can never win a big hackathon by just implementing these ideas. You need to be creative, original and hunt for the root cause and then make a solution. Try walking in the end users shoe to understand the problems we could face over time.
Here's a tip, pick a idea try modifying it or try to find a MVP which can be built using it. (MVP - Minimum Value Project)
A Majority of hackathon winners create a business model in there submission. In lay mans term a project with some business value will always have a high chance of winnning than others. Try to make the project portable and end-to-end deployable when asked.
Click to expand the huge Beginner Level Project List.
- Iris Data
- Loan Prediction Data
- Bigmart Sales Data
- Boston Housing Data
- Time Series Analysis Data
- Wine Quality Data
- Turkiye Student Evaluation Data
- Height and Weights Data
- Black Friday Data
- Human Activity Recognition Data
- Slam Competition Data
- Trip History Data
- Million Song Data
- Census Income Data
- Movie Lense Data
- Twitter Classification Data
- Identify your digits
- Urban Sound Classification
- Vox Celebrity Data
- ImageNet Data
- Chicago Crime Data
- Age Detection of Indian Actors Data
- VisualQA Data
- Recommendation Engine Data
- Hubway Data Visualization Challenge
- Yelp Dataset
- Knowledge Discovery and Data Mining Cup
- Sales Analysis
- Demand and supply of products and making estimate demand of products
- Customer Segmentation
- Market Positioning
- Brand Positioning
- Supply Chain
- Online Bot to teach summary of topics in absence of teachers
- Predicting the volume of crypto currency based on market value
- Flight Fare Prediction
- PPT Slide through hand gestures using ML and OpenCV
- COVID-19 Mask Detection in the public
- Sarcasm Detection
- Fake News Detection
- Caption generation
- Hate tweet Detection
Click to expand the huge Advanced Level Project List.
- Text to 3D Scene Generation with Rich Lexical Grounding by Angel Chang, Will Monroe, Manolis Savva, Christopher Potts and Christopher D. Manning
- An end-to-end Deep Learning approach to MI-EEG signal Classification for Brain Computer Interfaces by Hauke Dosea Jakob S.Mollera, Helle K.lversenb Sadasivan Puthusserpadya
- Personality Prediction based on Handwriting using ML by Nikita Lemos, Krish Shah, Rajas Rade, Dharmil Shah
- Blowing Up the Twittersphere - Predicting the Optimal Time To Tweet by Seth Hildick Shah and Zach Ellison.
- Diagnosing and Segmenting Brain Tumors and Phenotypes using MRI Scans Teicher and Alexander Martinez
- Predicting high-risk countries for political instability and conflict by BLair Huffman, Emma Marriott and April Yu
- Real Time Flight Path Optimization Under Constraints Using Surrogate Flutter Function by Arthur Paul-Dubois-Taine
- Landmark Recognition Using Machine Learning by Andrew Crudge, Will Thomas and Kaiyuan Zhu
- Strength in numbers: Modeling the impact of businesseson each other by Amir Sadeghian, Hakan Inan and Andres Noetzil
- Automated Essay Grading by Alex Adamson, Andrew Lamb and Ralph Ma
- Predicting influencers in a Social Network by Ruishan Liu, Yanh Xhao and Liuyu Zhou
- Algorithmic Trading Strategy Based on Massive Data Mining by Haoming Li, Tianlun Li and Zhijun Yang
- Analyzing Vocal Patterns to Determine Emotion by Andy Sun and Maisy Wieman
- Prediction the Commercial Success of Sings based on Lyrics and other Metrics by Angela Xue, Nick Dupoux
- From Classical to Hip-Hop: Can Machines learn Genres? by Aaron Kravitz, Eliza Lupone, Ryan Diaz
- YouTube Videos Prediction: Will this video be popular? by Yuping Li, Kent Eng and Liqian Zhang
- Identifying and Predicting market reactions to information shocks in commodity markets by Eric Liu, Vedant Ahluwalia, Deepyaman Datta and Dongyang Zhang
- Prediction of Average and Perceived polarity in Online Journalism by Albert Chu, Kensen Shi and Catherine Wong
- Prediction Lecture Video Complexity by Nick Su and Ismael Menjivar
- Automated Identification of Artist Given unknown paintings and Quantification of artist style by nicholas dufor, Kyle Griswold and Michael Lubin
- Exposing commersial value in social networks matching online ocmmunities and businesses by Murali Narasimhan, Camelia Simoiu, Anthony Ward
- Autonomous Tagging of stack overflow posts by Mihail Eric, Ana Klimovic, Victor Zhong
- People Counting in Dense Crowd Images Using Sparse head detections by mamoona birkhez Shami and salman maqbool
- NADAQ: Natural Language Database Querying Based on Deep Learning by boyan xu and ruicha cai
- Predicting Course completitions for online courses by Joseph Paetz
- Player Behaviour and Optimal Team Compositions for online multiplayer games by Hao Yi ong, sunil deolaikar, mark peng
- Activity Recognition Using Physiological Data Collected from Wearable tech by Cezanne Camacho, Jennifer Li, Jeffrey Yang
- Predicting the success of Mobile Applications by Cameron Tuckerman
- Detecting heart Abnormality using ECG with CART by Ben Zhou, gasper garcia, paurakh rajbhandary
- Classifying complex legal documents by alex Ratner
Click to expand the huge Advanced Level Project List.
- Facial Recognition and detecting mood of the person and suggesting song according to mood
- Analysis of news and verified blogs to predict share market
- A device that tells in words about surrounding to a blind person
- Audio convertor from one Lang to other with same voice
- Finding out habitable exoplanets from images captured by space vehicles like kepler using DL
- Public transportation planning (based on citizen usage and traffic)
- criminal investigation with suspect prediction
- Photo regeneration for the damaged old reel pictures
- Smart fuel control models for engines and machineries can be set up Which in turn increases the efficiency
- Estimate alternative sources of power, thereby redusing electricity usage
- Eco-friendly compounds for commercial production
- Wellness AI could help up predict many natural disasters by analyzing the weather and all
- Measuring current usage of water per year we'll face water crisis?
- AI in automobiles can keep pollution in check & tell the owner about getting his vehicle serviced
- AI can predict pest attack by sensing temperature pressure and humidity
- Prophecy of Movie's Success using Data Mining and ML
- Automatic Summary Generation, using NLP (helpful for business meetings)
- A neural Network model to build the second half of a movie given the first half of it
- NLP in Indian Regional Languages
- Handwritten Equation Solver using CNN
- Sentiment Analysis on Instagram or reddit to find depression in the person posting
- Semantic Analysis over live stream from Drones and/or unmanned vehicles iver crop fields for disease diag.
- Distracted Driver Detection
- predict mental illness with EEG signals obtained during sleep
- Using Deep Learning to detect depression among adolecent children using their handwriting
- Video Summarization using Neural Networks for Sports Match highlights
- Diet Recommendation! Can be clustered according to one's activity schedule
- Identifying depression and stress levels based on the analysis on behavior patterns
- Recommendation of work-out and diet plans based on photos of the body, weight, height, calorie intake, etc...
- Identifying and updating the stock in inventory using image or video processing
- Using GANs to enhance the quality of video streaming platforms and to lower the data usage
- Speed estimation, automatic detection of helmet and number plate in real time from CCTV Footage
- If you have already made an end-to-end project based on one of these listed ideas please feel free to make a PR and add links to your completed project repo.
Ex. (editing one of these topics in the above section)
- Iris Data [project](https://github.com/<PROJECT_LINK>)
- From Classical to Hip-Hop: Can Machines learn Genres? by Aaron Kravitz, Eliza Lupone, Ryan Diaz [paper](PAPER_LINK) [project](https://github.com/<PROJECT_LINK>)
- If in case you have built the same project but with better approach or code feel free to update the links.
- Well if you find more interesting research papers you can add them to the list. (you can explore more at arxiv and arxiv-sanity. There are many more places where research papers are published.)
- You can also contribute to grammer fixes.
To learn more about making a proper structured PR to "Awesome AI Ideas", please see our Contribution page
And please follow the Code of Conduct