awesome-competition-winners

A comprehensive list of competition winners in Machine Learning, Deep Learning, etc.

Contributing

Have anything in mind that you think is awesome and would fit in this list? Feel free to send a pull request.

Contents

• Computer Vision

  • Object Detection

  • Image Classification

    • [2019] Google Landmark Retrieval 2019
    • [2019] Human Protein Atlas Image Classification
    • [2017] Planet: Understanding the Amazon from Space

  • Image Segmentation

    • [2019] Baidu AI PaddlePaddle Autonomous Driving Competition
    • [2019] iMaterialist (Fashion) 2019 at FGVC6

  • Video Understanding

    • [2018] The 2nd YouTube-8M Video Understanding Challenge

• Natural Language Processing

  • Text Classification
    • [2017] Zhihu Machine Learning Challenge
  • Sentiment Analysis
    • [2019] ALVIVN - Phân loại sắc thái bình luận

• Medical

  • Prediction
    • [2019] UW Neural Data Challenge
    • [2018] RSNA Pneumonia Detection Challenge
    • [2018] Data Science Bowl

• Speech

• Prediction

  • Time Series Forecasting
    • [2017] Web Traffic Time Series Forecasting
  • Search Results
    • [2015] Crowdflower Search Results Relevance

Computer Vision

Object Detection

Image Classification

[2019] Google Landmark Retrieval 2019

• lyakaap/Landmark2019-1st-and-3rd-Place-Solution: The 1st Place Solution of the Google Landmark 2019 Retrieval Challenge and the 3rd Place Solution of the Recognition Challenge.

[2019] Human Protein Atlas Image Classification

• pudae/kaggle-hpa: Code for 3rd place solution in Kaggle Human Protein Atlas Image Classification Challenge

[2017] Planet: Understanding the Amazon from Space

• bestfitting: 1st place solution
• ZFTurbo: 3rd place solution

Image Segmentation

[2019] Baidu AI PaddlePaddle Autonomous Driving Competition

• Gujingxiao / Lane-Segmentation-Solution-For-BaiduAI-Autonomous-Driving-Competition Lane Segmentation Solution for Baidu AI PaddlePaddle Autonomous Driving Competition (1st Place)

[2019] iMaterialist (Fashion) 2019 at FGVC6

• amirassov/kaggle-imaterialist: The First Place Solution of iMaterialist (Fashion) 2019 at FGVC6

Video Understanding

[2018] The 2nd YouTube-8M Video Understanding Challenge

• miha-skalic/youtube8mchallenge 1st place solution to Kaggle's 2018 YouTube-8M Video Understanding Challenge

Natural Language Processing

Text Classification

[2017] Zhihu Machine Learning Challenge

• chenyuntc/PyTorchText: 1st Place Solution

Sentiment Analysis

[2019] ALVIVN - Phân loại sắc thái bình luận

• 1st place solution

Medical

Prediction

[2019] UW Neural Data Challenge

• apls777/kaggle-uw-neural-data-challenge 1st place solution for the UW Neural Data Challenge

[2018] RSNA Pneumonia Detection Challenge

• i-pan/kaggle-rsna18: Code for 1st place solution in Kaggle RSNA Pneumonia Detection Challenge

[2018] Data Science Bowl

• [ods.ai] topcoders, 1st place solution
• mirzaevinom/data_science_bowl_2018: 5th place (out of 816 teams) solution

Speech

Prediction

Time Serices Forecasting

[2017] Web Traffic Time Series Forecasting

• Arturus/kaggle-web-traffic: 1st place solution

Search Results

[2015] Crowdflower Search Results Relevance

• ChenglongChen/Kaggle_CrowdFlower: 1st Place Solution for Search Results Relevance Competition on Kaggle