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
- evalAI
- CodaLab
- grand-challenge - Challenges in Medical Image Analysis
- Artificial Intelligence - Open Network - Collection of open research problems
- Challenges in Machine Learning
- Multi-Discipline Approach for Learning Concepts - Zero-Shot, One-Shot, Few-Shot and Beyond
- Vision Meets Drones 2019: A Challenge
- Joint COCO and Mapillary Recognition Challenge*
- 3rd ICCV Workshop on e-Heritage and Dunhuang Challenge*
- The 2nd Large-scale Video Object Segmentation Challenge
- Computer Vision for Wildlife Conservation (CVWC)
- Open Images Challenge
- Comprehensive Video Understanding in the Wild (CoVieW 2019)
- Visual Perception for Robot Navigation in Human Environment: The JackRabbot Dataset
- Lightweight Face Recognition Challenge
- Linguistics Meets Image and Video Retrieval
- WIDER Face and Person Challenge
- The Visual Object Tracking Challenge Workshop VOT2019
- The 3rd YouTube-8M Large-Scale Video Understanding Workshop
- Person in Context Challenge (PIC)
- Physics Based Vision meets Deep Learning (PBDL)
- Autonomous Driving-2nd
- Transfering and Adaptive Source Knowledge in Computer Vision (TASK-CV)
- Computer Vision for Fashion, Art and Design
- Multimodal Video Analysis and Moments in Time
- 2nd 3D Face Alignment in the Wild Challenge & Workshop (3DFAW)
- AutoNUE: Augonomous Navigation in Unconstrained Environments
- Closing the Loop Between Vision and Language & LSMD Challenge
* denotes latest website not up yet
- Egocentric Perception Interaction and Computing (EPIC)
- Video Retrieval Methods and Their Limitations (ViRaL)
- Scene Graph Representation and Learning
- Large Scale Holistic Video Understanding
- Disguised Faces in the Wild
- 3D Reconstruction in the Wild
- MS-Celeb-1M
- few more as well
- Dependable Deep Detectors
- Image Matching: Local Features and Beyond
- Automated Analysis of Marine Video for Environmental Monitoring
- Long-Term Visual Localization under Changing Conditions
- Detection in the Wild Challenge
- The DAVIS Challenge on Video Object Segmentation 2019
- Egocentric Perception, Interaction and Computing
- Visual Question Answering and Dialog
- Deep Learning for Geometric Shape Understanding
- Autonomous Driving Beyond Single-Frame Perception
- The Sixth Workshop on Fine-Grained Visual Categorization
- ActivityNet Large Scale Activity Recognition Challenge 2019
- Computer Vision for UAVs
- Second Landmark Recognition Workshop
- Scene Understanding and Modeling Challenge
- Workshop and Challenge on Learned Image Compression
- Benchmarking Multi-Target Tracking
- Visual Understanding by learning from Web Data
- 3rd Look Into Person Challenge
- Low-Power Image Recognition Challenge
- 2019 AI City Challenge
- ReID and Multi-Target Multi-Camera Tracking Challenge
- CARLA Autonomous Driving Challenge
- Bridging the Gap between Computational Photography and Visual Recognition
- Conceptual Caption Challenge
- Probabilistic Object Detection Challenge
- Restoration and Enhancements in Images and Videos
- CV Problems in Plant Phenotyping
- 3D-Reconstruction Challenge
- ChaLearn Face Anti-spoofing Attack Detection Challenge
- 1st Learning from Imperfect Data (LID) Challenge
- Detecting Objects in Aerial Images
- Workshop on Autonomous Driving
- Habitat: Embodied Agents Challenge
Challenges (associated with workshops) in ECCV 2018
- OpenImages Challenge
- Vision Meets Drone: A Challenge
- COCO + Mapillary Challenge
- Wider Face And Pedestrian Challenge
- PoseTrack Challenge
- Observing and Understanding Hands in Action (HANDS2018)
- Person in Context (PIC) Workshop and Challenge
- Youtube-8M Large-Scale Video Understanding
- Perceptual Image Restoration and Manipulation (PIRM) Workshop and Challenge
- 5th TASK-CV: Transferring and Adapting Source Knowledge in Computer Vision and 2nd VisDA Challenge
- Bias Estimation in Face Analytics
- The Visual Object Tracking Challenge Workshop VOT2018
- ChaLearn Challenges on Image and Video Inpainting
- Challenge of Fashion Image Generation
- 1st Large-scale Video Object Segmentation Challenge
- VizWiz Grand Challenge: Answering Visual Questions from Blind People
- ApolloScape: 3D Understanding for Autonomous Driving
- 2nd Workshop on Youtube-8M Large-Scale Video Understanding
Challenges (associated with workshops) in CVPR 2018
- First International Workshop on Disguised Faces in the Wild
- Low-Power Image Recognition Challenge
- NVIDIA AI City Challenge
- VQA Challenge and Visual Dialog Workshop
- Visual Understanding of Humans in Crowd Scene and the 2nd Look Into Person (LIP) Challenge
- The Fifth Workshop on Fine-Grained Visual Categorization
- Robust Vision Challenge
- Workshop and Challenge on Learnt Image Compression
- Large-Scale Landmark Recognition: A Challenge
- The DAVIS Challenge on Video Object Segmentation 2018
- Bridging the Gap between Computational Photography and Visual Recognition: the UG^2 Price Challenge
- 3rd New Trends in Image Restoration and Enhancement workshop and challenges
- The 2nd CVPR Workshop on Visual Understanding by Learning from Web Data
- ActivityNet Large Scale Activity Recognition Challenge 2018
- Towards Automatic Understanding of Visual Advertisements
- The First Workshop on Joint Detection, Tracking, and Prediction in the wild
- DeepGlobe: A Challenge for Parsing the Earth through Satellite Images
Challenges (associated with workshops) in ICCV 2017
- Detecting symmetry in the wild
- MS-Celeb-1M
- Recognizing 1million celebrities
- Low shot face recognition
- The 3D Menpo Facial Landmark Tracking Challenge
- COCO and Places challenge workshops
- ChaLearn - Looking at People
- Fake vs. true facial emotion recognition
- Large-scale isolated gesture recognition
- Large-scale continous gesture recognition
- The Joint Video and Language Understanding Workshop
- [MovieQA: Story Understanding Benchmark](http://movieqa.cs.toronto.edu/home/
- The Large Scale Movie Description Challenge
- PoseTrack Challenge
- single frame multi-person pose estimation
- multi-person pose estimation in video
- multi-person articulated tracking
- Hands in the Million
- 3D Hand Pose Estimation
- 3D Hand Pose Tracking
- Visual Object Tracking - VOT 2017
- Task-CV Workshop
- Domain Adaptation Challenge
Challenges (associated with workshops) in CVPR 2017
- 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.
- DAVIS Challenge - Densely Annotated VIdeo Segmentation
- Great resource for loads of relevant challenges - grand-challenge
- Physionet Challenges - In cooperation with the annual Computing in Cardiology conference