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Bryce1010 / DeepLearning-Project

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Competition 比赛 #1

Open Bryce1010 opened 4 years ago

Bryce1010 commented 4 years ago

Useful competition url

结束方案参考

Tricks

Active

比赛 平台 状态 时间 备注
视频物体分割（Video Object Segmentation[url] Kaggle Active 2020.5.26-7.20
阿里巴巴 视频时序事件检测[url] Kaggle Active 2020.5.26-7.20
Prostate cANcer graDe Assessment (PANDA) Challenge [url] Kaggle Active 2020.07.22 分类+ 分割
Jigsaw Multilingual Toxic Comment Classification[url] Kaggle Active 2020.06.22 NLP
Tweet Sentiment Extraction[url] Kaggle Active 2020.06.16 NLP
M5 Forecasting - Accuracy [url] Kaggle Active 2020.06.30 Prediction
Global Wheat Detection[url] Kaggle Active 2020.08.04 检测
Open Images Object Detection RVC 2020 edition[url] Kaggle Active 2020.07.31
Bryce1010 commented 4 years ago

Segmentation

比赛 平台 状态 时间 备注
iMaterialist (Fashion) 2019 at FGVC6[url] Kaggle Closed June 10, 2019 [solutions]
Open Images 2019 - Instance Segmentation [competition] Kaggle closed 2019/12/15
Severstal: Steel Defect Detection[url] Kaggle closed 2019/11/10 [solutions]
卫星图形分割+分类：Understanding Clouds from Satellite Images Kaggle closed 2019
RSNA Pneumonia Detection Challenge [competition] Kaggle closed 2018/11/25
SIIM-ACR Pneumothorax Segmentation[url] Kaggle Closed September 13, 2019
TGS Salt Identification Challenge[url] Kaggle Closed October 19, 2018 [solutions]
Bryce1010 commented 4 years ago

Classification

比赛 平台 状态 时间 备注
Plant Pathology 2020 - FGVC7[url] Kaggle Closed 2020.05.26
Bengali.AI Handwritten Grapheme Classification [kaggle] Kaggle Closed March 16, 2020 [solution]
RSNA Intracranial Hemorrhage Detection [url Kaggle Closed November 25, 2019 Identify acute intracranial hemorrhage and its subtypes
Humpback Whale Identification Kaggle Closed February 28, 2019
APTOS 2019 Blindness Detection[url] Kaggle Closed September 7, 2019 quadratic weighted kappa
Bryce1010 commented 4 years ago

Crowd Counting

比赛 平台 状态 时间 备注
2018云从人头计数 biendata Closed 2019-01-29 第一名代码 & 方案 [github]
Bryce1010 commented 4 years ago

Detection

比赛 平台 状态 时间 备注
Lyft 3D Object Detection for Autonomous Vehicles [url] Kaggle Closed November 12, 2019
Kuzushiji Recognition[url] Kaggle Closed October 14, 2019 OCR检测识别 [solution]
AICity Challenge 2020 re-id track[url] CVPR2020 Closed 4.9, 2020 Re-id
Bryce1010 commented 4 years ago

Videos

比赛 平台 状态 时间 备注
The 3rd YouTube-8M Video Understanding Challenge Kaggle Closed October 28, 2019 Video recognize
Deepfake Detection Challenge [url] Kaggle Closed April 23, 2020
Bryce1010 commented 4 years ago

Machine Learning

比赛 平台 状态 时间 备注
University of Liverpool - Ion Switching[[url]](https://www.kaggle.com/c/liverpool-ion-switching） Kaggle 2020.05.25 Closed
2019 Data Science Bowl[url] Kaggle Closed January 22, 2020 Uncover the factors to help measure how young children learn
NFL Big Data Bowl[url] Kaggle Closed January 6, 2020
IEEE-CIS Fraud Detection[url] Kaggle Closed October 3, 2019 虚假交易检测
Predicting Molecular Properties[url] Kaggle Closed August 28, 2019 GNN ML
Instant Gratification[url] Kaggle Closed June 20th, 2019 Pseudo Labeling
Santander Customer Transaction Prediction[url] Kaggle Closed April 10, 2019
Elo Merchant Category Recommendation[url] Kaggle Closed February 26, 2019 Help understand customer loyalty
Bryce1010 commented 4 years ago

GAN

比赛 平台 状态 时间 备注
Generative Dog Images[url] Kaggle Closed August 14, 2019 Stanford dogs
Deepfake Detection Challenge[url] Kaggle Closed April 23, 2020
Bryce1010 commented 4 years ago

NLP

比赛 平台 状态 时间 备注
Google QUEST Q&A Labeling[url] Kaggle Closed February 10, 2020
TensorFlow 2.0 Question Answering[url] Kaggle Closed January 22, 2020
Jigsaw Unintended Bias in Toxicity Classification[url] Kaggle Closed June 27 to July 19, 2019 恶意评论分类
Bryce1010 commented 4 years ago

Audio

比赛 平台 状态 时间 备注
Automated Speech Classification[url] AutoML.ai Active May 8, 2020, 3:59 p.m.
Freesound Audio Tagging 2019[url] Kaggle Closed June 11, 2019 [solutions]
Bryce1010 commented 4 years ago

Autonomous Driving

比赛 平台 状态 时间 备注
Peking University/Baidu - Autonomous Driving[url] Kaggle Closed January 21, 2020
Bryce1010 commented 4 years ago

Recommend System

比赛 平台 状态 时间 备注
KDD Cup 2020 AutoGraph Challenge[url] AutoML.ai Active 2020.05.25 推荐系统
ICME2019-Tiktok视频理解与推荐 \ ACM MM-Hulu视频相关性推荐 Hulu Closed [算法]
KDD Cup 2020 Challenges for Modern E-Commerce Platform: Debiasing [url] TianChi Active 27th May, 2020: Registration deadline.
Bryce1010 commented 4 years ago

Reinforcement Learning

比赛 平台 状态 时间 备注
GOSEEK challenge [url] ICLR2020 Active 2020.05.20 Reinforcement 寻找水果
Bryce1010 commented 4 years ago

Prediction

比赛 平台 状态 时间 备注
University of Liverpool - Ion Switching[url] Kaggle Active 2020.05.20 Prediction
Bryce1010 commented 4 years ago

Semi-Supervised 半监督学习

比赛 平台 状态 时间 备注
Bryce1010 commented 4 years ago

GNN

比赛 平台 状态 时间 备注
KDD Cup 2020 AutoGraph Challenge AutoML Active May 25, 2020, 11:59 p.m