內(nèi)容來(lái)自 DataSciComp，人工智能/數(shù)據(jù)科學(xué)比賽整理平臺(tái)。

Github：iphysresearch/DataSciComp

本項(xiàng)目由 ApacheCN 強(qiáng)力支持。

微博 | 知乎 | CSDN | 簡(jiǎn)書(shū) | OSChina | 博客園

全球數(shù)據(jù)智能大賽(2019)——“數(shù)字人體”賽場(chǎng)一：肺部CT多病種智能診斷

https://tianchi.aliyun.com/competition/entrance/231724/

6月24 - 9月09, 2019 // Host by 天池 // Prize: $900,000

Note: 賽場(chǎng)一“數(shù)字人體”挑戰(zhàn)賽以肺部CT多病種智能診斷為課題，開(kāi)放高質(zhì)量CT標(biāo)注數(shù)據(jù)，要求選手提出并綜合運(yùn)用目標(biāo)檢測(cè)、深度學(xué)習(xí)等人工智能算法，識(shí)別肺結(jié)節(jié)、索條（條索狀影）、動(dòng)脈硬化或鈣化、淋巴結(jié)鈣化等多個(gè)病種，避免同一部位單病種的反復(fù)篩查，提高檢測(cè)的速度和精度，輔助醫(yī)生進(jìn)行診斷。

Entry Deadline:

Online Challenge: Build A Recommendation Engine (Powered by IBM Cloud)

https://datahack.analyticsvidhya.com/contest/build-a-recommendation-engine-powered-by-ibm-cloud/

24 Jan - 25 July, 2019 // Host by Analytics Vidhya // Prize: INR 50,000

Note: You are expected to build a high performing recommendation engine using any framework of your choice. You are encouraged to use IBM Watson Studio Apache spark based Jupyter notebook.

Entry Deadline:

WIDER Face & Person Challenge 2019

http://wider-challenge.org/2019.html

May 8 - July 25, 2019 // Host by CodaLab & ICCV 2019 & 商湯 & Amazon // Prize: cash prize and AWS credits

Note: Following the success of the First WIDER Challenge Workshop, we organize a new round of challenge in conjunction with ICCV 2019. The challenge centers around the problem of precise localization of human faces and bodies, and accurate association of identities. It comprises of four tracks:

WIDER Face Detection, aims at soliciting new approaches to advance the state-of- the-art in face detection.

WIDER Pedestrian Detection, has the goal of gathering effective and efficient approaches to address the problem of pedestrian detection in unconstrained environments.

WIDER Cast Search by Portrait, presents an exciting challenge of searching cast across hundreds of movies.

WIDER Person Search by Language, aims to seek new approaches to search person by natural language.

Entry Deadline:

"華為云杯"2019深圳開(kāi)放數(shù)據(jù)應(yīng)用創(chuàng)新大賽

https://opendata.sz.gov.cn/sodic2019/

2019-06-19 至 2019-09-07 // Host by 深圳市政府?dāng)?shù)據(jù)開(kāi)放平臺(tái) & 華為 HUAWEI // Prize: 1400000元 + 300000元華為云資源

Note: 賽題數(shù)據(jù)：

交通數(shù)據(jù) 室內(nèi)停車(chē) 公租房輪候 衛(wèi)星遙感 文體公益活動(dòng) 游客預(yù)約 道路積水 深圳圖書(shū)館進(jìn)館人次統(tǒng)計(jì) 龍崗區(qū)坂田街道交通流量 企業(yè)信用目錄 坪山區(qū)民生訴求數(shù)據(jù) 坪山區(qū)河流域和易積水道路視頻 光明區(qū)政府服務(wù)辦事大廳預(yù)約

Entry Deadline:

NeurIPS 2019: Disentanglement Challenge

https://www.aicrowd.com/challenges/neurips-2019-disentanglement-challenge

June 28th - September 24th, 2019 // Host by crowdAI & NeurIPS 2019 // Prize: 10,000 EUR x 2

Note: Given the growing importance of the field and the potential societal impact in the medical domain or fair decision making, it is high time to bring disentanglement to the real-world:

Stage 1: Sim-to-real transfer learning - design representation learning algorithms on simulated data and transfer them to the real world.

Stage 2: Advancing disentangled representation learning to complicated physical objects.

Entry Deadline:

CCKS 2019 面向金融領(lǐng)域的事件主體抽取

https://www.biendata.com/competition/ccks_2019_4/

05/01 - 07/30 2019 // Host by Biendata // Prize: ￥15,000

Note: 本次評(píng)測(cè)任務(wù)的主要目標(biāo)是從真實(shí)的新聞?wù)Z料中，抽取特定事件類(lèi)型的主體。即給定一段文本T，和文本所屬的事件類(lèi)型S，從文本T中抽取指定事件類(lèi)型S的事件主體。

Entry Deadline:

全國(guó)高校大數(shù)據(jù)應(yīng)用創(chuàng)新大賽

https://ai.futurelab.tv/contest_detail/4

6月8日 - 9月, 2019 // Host by 睡前FUTURE.AI // Prize: 20,000元 x 2

Note: 全國(guó)高校大數(shù)據(jù)應(yīng)用創(chuàng)新大賽”（以下簡(jiǎn)稱(chēng)大賽）是由教育部高等學(xué)校計(jì)算機(jī)類(lèi)專(zhuān)業(yè)教學(xué)指導(dǎo)委員會(huì)、中國(guó)工程院中國(guó)工程科技知識(shí)中心和聯(lián)合國(guó)教科文組織國(guó)際工程科技知識(shí)中心聯(lián)合主辦，復(fù)旦大學(xué)計(jì)算機(jī)學(xué)院承辦，面向全國(guó)高校在校學(xué)生的，年度性大數(shù)據(jù)學(xué)科競(jìng)賽。通用賽道：

大數(shù)據(jù)技術(shù)技能賽: 大賽提供的數(shù)據(jù)和自選數(shù)據(jù)建立并訓(xùn)練模型，使之能夠預(yù)測(cè)給定地區(qū)、日期和前置氣象條件下，未來(lái)7天的部分氣象要素的變化情況;

大數(shù)據(jù)與人工智能創(chuàng)意賽: 本次大賽氣象大數(shù)據(jù)開(kāi)放式命題賽道，提供過(guò)去5年若干城市的氣象數(shù)據(jù)，參賽選手可自主運(yùn)用和擴(kuò)充數(shù)據(jù)，設(shè)計(jì)一個(gè)基于氣象大數(shù)據(jù)的跨行業(yè)跨領(lǐng)域的應(yīng)用解決方案。

Entry Deadline:

DeepFashion2 Challenge 2019

https://sites.google.com/view/cvcreative/deepfashion2?authuser=0

May 27 - July 30, 2019 // Host by CodaLab // Prize: NaN

Note: DeepFashion2 (github) is a comprehensive fashion dataset. It contains 491K diverse images of 13 popular clothing categories from both commercial shopping stores and consumers. It totally has 801K clothing clothing items, where each item in an image is labeled with scale, occlusion, zoom-in, viewpoint, category, style, bounding box, dense landmarks and per-pixel mask.There are also 873K Commercial-Consumer clothes pairs.

The dataset is split into a training set (391K images), a validation set (34k images), and a test set (67k images).

Track 1 Clothes Landmark Estimation

Track 2 Clothes Retrieval

Entry Deadline:

Snake Species Identification Challenge

https://www.aicrowd.com/challenges/snake-species-identification-challenge#timeline

January 21 - July 31, 2019 // Host by crowdAI // Prize: 2 x travel grant

Note: In this challenge you will be provided with a dataset of RGB images of snakes, and their corresponding species (class). The goal is to train a classification model.

Entry Deadline:

萊斯杯：全國(guó)第二屆“軍事智能機(jī)器閱讀"挑戰(zhàn)賽"

https://www.kesci.com/home/competition/5d142d8cbb14e6002c04e14a

2019-09-03 至 2019-10-28 // Host by Kesci // Prize: 50萬(wàn)元人民幣

Note: 本次競(jìng)賽提供的大規(guī)模中文閱讀理解數(shù)據(jù)集，共包含15萬(wàn)余篇的專(zhuān)業(yè)文章，7萬(wàn)個(gè)軍事類(lèi)復(fù)雜問(wèn)題，每個(gè)問(wèn)題對(duì)應(yīng)五篇文章

Entry Deadline:

第三屆"長(zhǎng)風(fēng)杯"大數(shù)據(jù)分析與挖掘競(jìng)賽

http://contest.cfdsj.cn/index/care

2019-05-15 至 2019-10-31 // Host by 長(zhǎng)風(fēng)大數(shù)據(jù)平臺(tái) // Prize: ￥5萬(wàn)

Note: 第三屆“長(zhǎng)風(fēng)杯”大數(shù)據(jù)分析與挖掘競(jìng)賽是一場(chǎng)面向全國(guó)普通高等院校經(jīng)濟(jì)與管理類(lèi)、信息技術(shù)類(lèi)等專(zhuān)業(yè)在校大學(xué)生的全國(guó)性賽事。

長(zhǎng)風(fēng)大數(shù)據(jù)平臺(tái)將向本次競(jìng)賽的參賽者免費(fèi)開(kāi)放物流、電商、交通、公共、貿(mào)易等多行業(yè)的海量數(shù)據(jù)資源；其他生產(chǎn)型/服務(wù)型企業(yè)所提供真實(shí)數(shù)據(jù)。

Entry Deadline:

“添翼杯”人工智能創(chuàng)新應(yīng)用大賽

https://tianyicup.kesci.com

2019-06-14 至 2019-09-20 // Host by 上海電信 // Prize: 40,000 元 x 2

Note:

智慧環(huán)保-垃圾分類(lèi)圖像檢測(cè)問(wèn)題: 請(qǐng)參賽選手利用訓(xùn)練集圖片，建立算法模型，對(duì)測(cè)試集給定的物品圖片，判斷其屬于可回收垃圾的概率。

智慧教育-成績(jī)預(yù)測(cè)問(wèn)題：請(qǐng)參賽選手利用脫敏后的初中學(xué)生過(guò)往考試情況與考試考點(diǎn)信息，建立算法模型，預(yù)測(cè)學(xué)生初中最后一次期末考試的成績(jī)。

Entry Deadline:

Northeastern SMILE Lab - Recognizing Faces in the Wild

https://www.kaggle.com/c/recognizing-faces-in-the-wild/overview/deion

Now - August 8, 2019 // Host by Kaggle // Prize: NaN

Note: Can you determine if two individuals are related?

Entry Deadline:

2019百度之星開(kāi)發(fā)者大賽

https://aistudio.baidu.com/aistudio/competition/detail/7

7月1日 - 9月23日, 2019 // Host by Baidu AIstudio // Prize: ￥112,000

Note: 本次競(jìng)賽任務(wù)為目標(biāo)檢測(cè)，參賽者需要找出所給圖像中所有感興趣的目標(biāo)，確定它們的位置和大小。參賽者需提供一個(gè)飛槳（PaddlePaddle）模型，模型輸出所給圖片中每個(gè)目標(biāo)的信息，包括boundingbox（[x0,y0,x1,y1]）、類(lèi)別信息和分?jǐn)?shù)。

Entry Deadline:

2019 AIIA杯人工智能巡回賽 中國(guó)移動(dòng)“家·網(wǎng)”賽站

http://aiia.cmri.cn

7月4-9月 2019 // Host by 中國(guó)移動(dòng) // Prize: 240,000 元

Note: 結(jié)合中國(guó)移動(dòng)在AI領(lǐng)域的研發(fā)布局，本次“家·網(wǎng)”賽站的主題是智慧家庭和智慧網(wǎng)絡(luò)，希望借助AI技術(shù)構(gòu)建數(shù)字家庭生態(tài)，打造動(dòng)態(tài)高效的智能網(wǎng)絡(luò)。

智慧家庭賽題

智慧網(wǎng)絡(luò)賽題: 任務(wù)一：網(wǎng)絡(luò)流量預(yù)測(cè); 任務(wù)二：無(wú)線(xiàn)側(cè)故障根因分析;

Entry Deadline:

首屆中文NL2SQL挑戰(zhàn)賽

https://tianchi.aliyun.com/competition/entrance/231716/introduction

6月24 - 9月, 2019 // Host by 天池 // Prize: ￥十五萬(wàn)

Note: 首屆中文NL2SQL挑戰(zhàn)賽，使用金融以及通用領(lǐng)域的表格數(shù)據(jù)作為數(shù)據(jù)源，提供在此基礎(chǔ)上標(biāo)注的自然語(yǔ)言與SQL語(yǔ)句的匹配對(duì)，希望選手可以利用數(shù)據(jù)訓(xùn)練出可以準(zhǔn)確轉(zhuǎn)換自然語(yǔ)言到SQL的模型。

Entry Deadline:

中文場(chǎng)景文字識(shí)別技術(shù)創(chuàng)新大賽

https://aistudio.baidu.com/aistudio/competition/detail/8

7月5日 - 9月27日, 2019 // Host by Baidu AIstudio // Prize: ￥54,000

Note: 文字識(shí)別的主要任務(wù)是對(duì)圖像區(qū)域中的文字行進(jìn)行預(yù)測(cè)，返回文字行的內(nèi)容。

Entry Deadline:

Reconnaissance Blind Chess

https://rbc.jhuapl.edu

August, 13 - Oct 31, 2019 // Host by NeurIPS 2019 // Prize: $1,000USD

Note: Build the best AI bot to play reconnaissance blind chess, a challenge for making optimal decisions in the face of uncertainty. Reconnaissance blind chess is like chess except a player does not know where her opponent’s pieces are a priori. Rather, she can covertly sense a chosen 3x3 square of the board each turn and also learn partial information from captures.

Entry Deadline:

Segmentation of THoracic Organs at Risk in CT images (SegTHOR)

https://competitions.codalab.org/competitions/21012

Jan. 5 - Aug 8, 2019 // Host by CodaLab & ISBI 2019 // Prize: NaN

Note: The goal of the SegTHOR challenge is to automatically segment 4 OAR: heart, aorta, trachea, esophagus. Participants will be provided with a training set 40 CT scans with manual segmentation. The test set will include 20 CT scans.

Entry Deadline:

安泰杯 —— 跨境電商智能算法大賽

https://tianchi.aliyun.com/competition/entrance/231718/introduction?spm=5176.12281949.1003.1.3a994c2axCiMpB

7月16 - 9月16, 2019 // Host by 天池 // Prize: ￥100000

Note: 本次比賽給出若干日內(nèi)來(lái)自成熟國(guó)家的部分用戶(hù)的行為數(shù)據(jù)，以及來(lái)自待成熟國(guó)家的A部分用戶(hù)的行為數(shù)據(jù)，以及待成熟國(guó)家的B部分用戶(hù)的行為數(shù)據(jù)去除每個(gè)用戶(hù)的最后一條購(gòu)買(mǎi)數(shù)據(jù)，讓參賽人預(yù)測(cè)B部分用戶(hù)的最后一條行為數(shù)據(jù)。

Entry Deadline:

閱讀全部：https://iphysresearch.github.io/DataSciComp/