Teaching cars to see at scale - Computer Vision at Motional - Dr. Holger Caesar (Author of nuScenes and COCO-Stuff datasets) - Link to zoom lecture by the author in comments

This page summarizes the projects mentioned and recommended in the original post on /r/computervision

InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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  • nuscenes-devkit

    The devkit of the nuScenes dataset.

  • nuScenes: A multimodal dataset for autonomous driving (CVPR 2020) arxiv: https://arxiv.org/abs/1903.11027 git: https://github.com/nutonomy/nuscenes-devkit

  • painting

    Discontinued Implementation of PointPainting

  • PointPainting: Sequential Fusion for 3D Object Detection (CVPR 2020) arxiv: https://arxiv.org/abs/1911.10150 git: https://github.com/rshilliday/painting

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo
  • second.pytorch

    Discontinued PointPillars for KITTI object detection

  • PointPillars: Fast Encoders for Object Detection from Point Clouds (CVPR 2019) arxiv: https://arxiv.org/abs/1812.05784 git: https://github.com/nutonomy/second.pytorch

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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