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ML and DL related contests, competitions and conference challenges.

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ml-contests

Categorical list of ML and DL related challenges/contests. (Mostly CV related as of now)

List of conferences/journals for Vision, Medical Imaging, ML, DL inside

Conferences

Why Challenges?

Popular ones

Platforms and Websites

Research oriented

Computer Vision

CVPR 2021

  1. Workshop on Neural Architecture Search: 1st lightweight NAS challenge and moving beyond
  2. 2nd Workshop on Visual Perception for Navigation in Human Environments:The JackRabbot Social Grouping and Activity Dataset and Benchmark
  3. New Trends in Image Restoration and Enhancement Workshop and Challenges
  4. SHApe Recovery from Partial Textured 3D Scans
  5. International Workshop and Challenge on Long-form Video Understanding
  6. VizWiz Grand Challenge: Describing Images Taken by Blind People
  7. Sixth International Skin Imaging Collaboration (ISIC) Workshop on Skin Image Analysis
  8. Mobile AI Workshop and Challenges
  9. The 4th Workshop and Prize Challenge: Bridging the Gap between Computational Photography and Visual Recognition (UG2+) in conjunction with IEEE CVPR 2021
  10. 4th Workshop and Challenge on Learned Image Compression
  11. 5th AI City Challenge
  12. Large-scale Video Object Segmentation Challenge
  13. ChaLearn Looking at People Series Workshop: Sign Language Recognition in the Wild & Large Scale Signer Independent Isolated SLR Challenge
  14. 3rd ScanNet Indoor Scene Understanding Challenge
  15. International Challenge on Activity Recognition
  16. The 2nd International Workshop and Prize Challenge on Agriculture-Vision: Challenges & Opportunities for Computer Vision in Agriculture
  17. 1st Workshop and Challenge on Computer Vision in the Built Environment for the Design, Construction, and Operation of Buildings
  18. Learning from Limited or Imperfect Data
  19. Open World Vision
  20. Vision for All Seasons: Adverse Weather and Lighting Conditions
  21. The 3rd Person in Context workshop
  22. Workshop on Adversarial Machine Learning in Real-World Computer Vision Systems and Online Challenges
  23. Continual Learning in Computer Vision
  24. Robust Video Scene Understanding: Tracking and Video Segmentation
  25. EarthVision: Large Scale Computer Vision for Remote Sensing Imagery
  26. Image Matching: Local Features and Beyond
  27. Chart Question Answering Workshop
  28. 17th IEEE Workshop on Perception Beyond the Visible Spectrum
  29. 2nd Embodied AI Workshop
  30. 8th Workshop on Fine-Grained Visual Categorization
  31. GAZE 2021: The 3rd International Workshop on Gaze Estimation and Prediction in the Wild
  32. Frontiers of monocular 3D perception
  33. Autonomous Navigation in Unconstrained Environments
  34. First International Workshop on Affective Understanding in Video
Maybe
  1. RetailVision - Revolutionizing the World of Retail
  2. Eighth International Workshop on Egocentric Perception, Interaction and Computing
  3. Second international workshop on large scale holistic video understanding
  4. More than 30 Competitions out of 83 workshops. Some workshop websites are not setup yet.

NeurIPS 2020

  1. 2020 ChaLearn 3D+Texture Garment Reconstruction
  2. Black-Box Optimization for Machine Learning
  3. Diagnostic Questions: Predicting Student Responses and Measuring Question Quality
  4. Efficient Open-Domain Question Answering
  5. Flatland Challenge
  6. Hide-and-Seek Privacy Challenge: Synthetic Data Generation vs. Patient Re-identification with Clinical Time-series Data
  7. INTERPRET: INTERACTION-Dataset-based PREdicTion Challenge
  8. Learning to run a power network in a sustainable world
  9. NLC2CMD
  10. Predicting Generalization in Deep Learning
  11. Procgen Challenge
  12. SpaceNet 7: Multi-Temporal Urban Development Challenge
  13. The 2020 MineRL Competition on Sample Efficient Reinforcement Learning using Human Priors
  14. The 5th AI Driving Olympics
  15. The Hateful Memes Challenge
  16. Traffic4cast 2020

ECCV 2020

  1. EPIC-KITCHENS Challenge
  2. Action Learning From Realistic Environments and Directives
  3. Holistic 3D Vision Challenge
  4. COCO+LVIS Challenge
  5. Tracking Any Object Challenge
  6. Visual Domain Adaptation Challenge
  7. Commands 4 Autonomous Vehicles
  8. Compositionality and Multimodal Perception Challenge
  9. Visual Inductive Priors Challenge
  10. 3D Poses in the Wild Challenge
  11. MLAD Challenge
  12. Moments in Time Challenge
  13. Benchmark for 6D Object Pose Estimation
  14. Recovery of textured 3D scans
  15. Advances in Image Manipulation Challenges
  16. UAVision+Visdrone Challenges
  17. Tiny Object Detection + Under-Display Camera Challenge
  18. Robust Vision Challenge
  19. VOT Challenge
  20. DramaQA Challenge
  21. Fair Face Recognition Challenge
  22. GigaVision Challenge
  23. Instance Level Recognition Challenges
  24. Trajectory Forecasting Challenge
  25. Robotic Vision Challenges
  26. Visual Localization Challenge
  27. Sensing, Understanding and Synthesizing Humans
  28. Leaf Segmentation and Counting Challenge
  • 28 competitions out of 45 workshops

CVPR 2020

  1. WebVision Image Classification
  2. Challenges for Computer Vision in Agriculture
  3. Thermal Image Super-Resolution Challenge
  4. Low-rate and P-frame compression challenges
  5. Diagram Image Retrieval and Analysis (DIRA) Challenge
  6. Low-Power Computer Vision Competition
  7. Emotionet Challenge
  8. Image Matching: Local Features and Beyond
  9. New Trends in Image Restoration and Enhancement Challenges (NTIRE)
  10. UG2+ Prize Challenge
  11. 5th International Skin Imaging Collaboration (ISIC) Workshop on Skin Image Analysis
  12. Weakly Supervised Learning Challenges
  13. 6th SpaceNet Challenge
  14. MOTChallenge
  15. DAVIS Video Object Segmentation
  16. Anti-UAV Challenge
  17. AI City Challenge
  18. VizWiz Grand Challenge
  19. VQA and Dialog Challenges
  20. Continual Learning Challenge
  21. Cross-Domain Few-Shot Learning (CD-FSL) Challenge
  22. DeepFashion2 and FashionIQ Challenges
  23. The Seventh Workshop on Fine-Grained Visual Categorization
  24. ActivityNet Challenge
  25. Challenge on Remote Physiological Signal Sensing
  26. Localization, Odometry, SLAM Challenge

Details not sure yet

  1. 2nd ScanNet Indoor Scene Understanding Challenge
  2. The End-of-End-to-End A Video Understanding Pentathlon
  3. RetailCV
  4. Text and Documents in the Deep Learning Era
  5. Embodied-AI
  6. Workshop on Autonomous Driving
  7. Deep Learning for Geometric Computing Workshop
  8. Extreme classification in computer vision
  • Around 30 competitions out of 70 workshops.

ICCV 19

  1. Multi-Discipline Approach for Learning Concepts - Zero-Shot, One-Shot, Few-Shot and Beyond
  2. Vision Meets Drones 2019: A Challenge
  3. Joint COCO and Mapillary Recognition Challenge*
  4. 3rd ICCV Workshop on e-Heritage and Dunhuang Challenge*
  5. The 2nd Large-scale Video Object Segmentation Challenge
  6. Computer Vision for Wildlife Conservation (CVWC)
  7. Open Images Challenge
  8. Comprehensive Video Understanding in the Wild (CoVieW 2019)
  9. Visual Perception for Robot Navigation in Human Environment: The JackRabbot Dataset
  10. Lightweight Face Recognition Challenge
  11. Linguistics Meets Image and Video Retrieval
  12. WIDER Face and Person Challenge
  13. The Visual Object Tracking Challenge Workshop VOT2019
  14. The 3rd YouTube-8M Large-Scale Video Understanding Workshop
  15. Person in Context Challenge (PIC)
  16. Physics Based Vision meets Deep Learning (PBDL)
  17. Autonomous Driving-2nd
  18. Transfering and Adaptive Source Knowledge in Computer Vision (TASK-CV)
  19. Computer Vision for Fashion, Art and Design
  20. Multimodal Video Analysis and Moments in Time
  21. 2nd 3D Face Alignment in the Wild Challenge & Workshop (3DFAW)
  22. AutoNUE: Augonomous Navigation in Unconstrained Environments
  23. Closing the Loop Between Vision and Language & LSMD Challenge

* denotes latest website not up yet

Not officially a contest

Not sure as no website yet

  • Disguised Faces in the Wild
  • 3D Reconstruction in the Wild
  • MS-Celeb-1M
  • few more as well

CVPR 19

  1. Dependable Deep Detectors
  2. Image Matching: Local Features and Beyond
  3. Automated Analysis of Marine Video for Environmental Monitoring
  4. Long-Term Visual Localization under Changing Conditions
  5. Detection in the Wild Challenge
  6. The DAVIS Challenge on Video Object Segmentation 2019
  7. Egocentric Perception, Interaction and Computing
  8. Visual Question Answering and Dialog
  9. Deep Learning for Geometric Shape Understanding
  10. Autonomous Driving Beyond Single-Frame Perception
  11. The Sixth Workshop on Fine-Grained Visual Categorization
  12. ActivityNet Large Scale Activity Recognition Challenge 2019
  13. Computer Vision for UAVs
  14. Second Landmark Recognition Workshop
  15. Scene Understanding and Modeling Challenge
  16. Workshop and Challenge on Learned Image Compression
  17. Benchmarking Multi-Target Tracking
  18. Visual Understanding by learning from Web Data
  19. 3rd Look Into Person Challenge
  20. Low-Power Image Recognition Challenge
  21. 2019 AI City Challenge
  22. ReID and Multi-Target Multi-Camera Tracking Challenge
  23. CARLA Autonomous Driving Challenge
  24. Bridging the Gap between Computational Photography and Visual Recognition
  25. Conceptual Caption Challenge
  26. Probabilistic Object Detection Challenge
  27. Restoration and Enhancements in Images and Videos
  28. CV Problems in Plant Phenotyping
  29. 3D-Reconstruction Challenge
  30. ChaLearn Face Anti-spoofing Attack Detection Challenge
  31. 1st Learning from Imperfect Data (LID) Challenge
  32. Detecting Objects in Aerial Images
  33. Workshop on Autonomous Driving
  34. Habitat: Embodied Agents Challenge

ECCV 18

Challenges (associated with workshops) in ECCV 2018

  1. OpenImages Challenge
  2. Vision Meets Drone: A Challenge
  3. COCO + Mapillary Challenge
  4. Wider Face And Pedestrian Challenge
  5. PoseTrack Challenge
  6. Observing and Understanding Hands in Action (HANDS2018)
  7. Person in Context (PIC) Workshop and Challenge
  8. Youtube-8M Large-Scale Video Understanding
  9. Perceptual Image Restoration and Manipulation (PIRM) Workshop and Challenge
  10. 5th TASK-CV: Transferring and Adapting Source Knowledge in Computer Vision and 2nd VisDA Challenge
  11. Bias Estimation in Face Analytics
  12. The Visual Object Tracking Challenge Workshop VOT2018
  13. ChaLearn Challenges on Image and Video Inpainting
  14. Challenge of Fashion Image Generation
  15. 1st Large-scale Video Object Segmentation Challenge
  16. VizWiz Grand Challenge: Answering Visual Questions from Blind People
  17. ApolloScape: 3D Understanding for Autonomous Driving
  18. 2nd Workshop on Youtube-8M Large-Scale Video Understanding

CVPR 18

Challenges (associated with workshops) in CVPR 2018

  1. First International Workshop on Disguised Faces in the Wild
  2. Low-Power Image Recognition Challenge
  3. NVIDIA AI City Challenge
  4. VQA Challenge and Visual Dialog Workshop
  5. Visual Understanding of Humans in Crowd Scene and the 2nd Look Into Person (LIP) Challenge
  6. The Fifth Workshop on Fine-Grained Visual Categorization
  7. Robust Vision Challenge
  8. Workshop and Challenge on Learnt Image Compression
  9. Large-Scale Landmark Recognition: A Challenge
  10. The DAVIS Challenge on Video Object Segmentation 2018
  11. Bridging the Gap between Computational Photography and Visual Recognition: the UG^2 Price Challenge
  12. 3rd New Trends in Image Restoration and Enhancement workshop and challenges
  13. The 2nd CVPR Workshop on Visual Understanding by Learning from Web Data
  14. ActivityNet Large Scale Activity Recognition Challenge 2018
  15. Towards Automatic Understanding of Visual Advertisements
Not sure as website not up yet
  1. The First Workshop on Joint Detection, Tracking, and Prediction in the wild
  2. DeepGlobe: A Challenge for Parsing the Earth through Satellite Images

ICCV 17

Challenges (associated with workshops) in ICCV 2017

  1. Detecting symmetry in the wild
  2. MS-Celeb-1M
    • Recognizing 1million celebrities
    • Low shot face recognition
  3. The 3D Menpo Facial Landmark Tracking Challenge
  4. COCO and Places challenge workshops
  5. ChaLearn - Looking at People
    • Fake vs. true facial emotion recognition
    • Large-scale isolated gesture recognition
    • Large-scale continous gesture recognition
  6. The Joint Video and Language Understanding Workshop
  7. PoseTrack Challenge
    • single frame multi-person pose estimation
    • multi-person pose estimation in video
    • multi-person articulated tracking
  8. Hands in the Million
    • 3D Hand Pose Estimation
    • 3D Hand Pose Tracking
  9. Visual Object Tracking - VOT 2017
  10. Task-CV Workshop

CVPR 17

Challenges (associated with workshops) in CVPR 2017 1. ActivityNet - Large Scale Activity Recognition Challenge - Untrimmed Classification Challenge: Given a long video, predict the labels of the activities present in the video. - Detection Challenge: Given a long video, predict the labels and temporal extents of the activities present in the video. 2. DAVIS Challenge - Densely Annotated VIdeo Segmentation

ICMI 16/17/18/19

Healthcare - Medical Imaging

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