BDD100K (A Diverse Driving Dataset for Heterogeneous Multitask Learning)： https://www. Learning a structured model and combining it with RL algorithms are essential for planning over long horizons. BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning Fisher Yu, Haofeng Chen, Xin Wang, Wenqi Xian, Yingying Chen, Fangchen Liu, Vashisht Madhavan, Trevor Darrell Computer Vision and Pattern Recognition (CVPR), 2020, Oral. BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning @article{Yu2020BDD100KAD, title={BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning}, author={F. Yu and H. Chen and X. Wang and Wenqi Xian and Yingying Chen and Fangchen Liu and V. Madhavan and Trevor Darrell}, journal={2020 IEEE/CVF … OCULOGX - Hololens PickAR. Worked with annotation vendors, compiled the datasets, and led multitask learning experiments and benchmarks. Learning Saliency Propagation for … BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning CVPR 2020 Oral Fisher Yu, Haofeng Chen, Xin Wang, Wenqi Xian, Yingying Chen, Fangchen Liu, Vash Madhavan, Trevor Darrell Augmented and Mixed Reality Projects. We construct BDD100K, the largest open driving video dataset with 100K videos and 10 tasks to evaluate the exciting progress of image recognition algorithms on autonomous driving. Learning Saliency Propagation for Semi-Supervised Instance Segmentation: UC Berkeley : BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning: UC Berkeley : Iterative Answer Prediction with Pointer-Augmented Multimodal Transformers for TextVQA: UC Berkeley A Diverse Driving Dataset for Heterogeneous Multitask Learning. Homepage | Paper | Doc | Questions. Request PDF | On Jun 1, 2020, Fisher Yu and others published BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning | Find, read and cite all the research you need on ResearchGate We propose a sample-based method to dynamically map the visited state space and demonstrate its advantage in several challenging RL tasks. graviti.cn/open-dataset s/dataset-detail/BDD100K BDD100K is a diverse driving dataset for heterogeneous multitask learning. ... A Diverse Driving Dataset for Heterogeneous Multitask Learning. \BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning" Computer Vision and Pattern Recognition (CVPR), 2020, Oral [9] Bingyi Kang*, … Paper Code Doc Data Discuss BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning Computer Vision and Pattern Recognition , 2020 Paper Data Code Scalabel Labeling Tool DOI: 10.1109/cvpr42600.2020.00271 Corpus ID: 215415900. BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning Worked as a core oraganizer of BDD100K, a dataset with 10 visual perception tasks in the context of autonomous driving.
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