Code and data
Data, code and models released by NAVER LABS Europe.
| Title | Description | Year | Code/data | Related papers/Blogs |
|---|---|---|---|---|
| kapture | kapture is a file format as well as a set of tools for manipulating datasets, and in particular Visual Localization and Structure from Motion data. | 2020 | GitHub | arXiv/ Blog |
| DOPE | Distillation of Part Experts for whole-body 3D pose estimation in the wild | 2020 | Github | ECCV 2020/ Blog |
| LCR-Net release V2.0 | Improved pose proposals integration for Multi-person 2D and 3D pose detection in natural images | 2020 | GitHub | CVPR 2017/ TPAMI 2019 |
| DCMM | Differentiable Cross Modal Model (the code implementing the model introduced in Learning to Rank Images with Cross-Modal Graph Convolutions, ECIR'20) | 2020 | GitHub/ | ECIR 2020 / Blog (coming) |
| COVID-19 NMT | Multi-lingual & multi-domain (specialisation for biomedical data) translation model | 2020 | GitHub | Blog |
| FORCE | Progressive Skeletonization: Trimming more fat from a network at initialization | 2020 | GitHub/ | arXiv/ Blog |
| Virtual KITTI 2 | Updated photo-realistic synthetic video dataset designed to learn and evaluate computer vision models for several video understanding tasks: object detection and multi-object tracking, scene-level and instance-level semantic segmentation, optical flow, and depth estimation. | 2020 | Download dataset | arXiv/ Blog |
| Domain Shift Prediction | A method to predict the drop in accuracy of a trained model. | 2019 | GitHub | EMNLP2019/ Blog |
| R2D2 | Reliable and Repeatable Detector and Descriptor | 2019 | Github (Code and data) | NeurIPs 2019/ Blog |
| Tamgu | A Functional, Imperative and Logical programming language for data annotation and augmentation | 2019 | Github/ | Blog |
| MIMETICS | Understanding human action recognition | 2019 | Dataset/ | arXiv/ Blog |
| Virtual Gallery Dataset | Synthetic dataset targeting challenges such as varying lighting conditions and different occlusion levels for tasks such as depth estimation, instance segmentation and visual localization. | 2019 | Dataset/ | CVPR 2019 |
| Virtual Gallery Dataset | Synthetic dataset targeting challenges such as varying lighting conditions and different occlusion levels for tasks such as depth estimation, instance segmentation and visual localization. | 2019 | Dataset/ | CVPR 2019 |
| Motion-Augmented RGB Stream for Action Recognition | The test code and models are released under the MIT license. Both the code and models are on github | 2019 | Code | CVPR 2019/ Blog |
| Mallscape dataset | Dataset addresses all possible POI change scenarios to automatically update complex indoor maps. | 2019 | Download Mallscape A/ Download Mallscape B Evaluation code download here |
CVPR 2019/ Blog |
| Aspect based sentiment analysis dataset | manually annotated new ABSA dataset (different from Semeval2016) from Foursquare comments. | 2018 | Download dataset | WASSA 2018 |
| Deep Image Retrieval | End-to-end learning of deep visual representations for image retrieval | 2017 | Models and scripts of papers | ICCV 2019/ IJCV 2017/ Web |
| Procedural Human Action Videos dataset | A diverse, realistic, and physically plausible dataset of human action videos containing 39,982 videos, with more than 1,000 examples for each action of 35 categories. | 2017 | Dataset download/ | CVPR 2017 |