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@thomasehuang thomasehuang released this 02 Dec 14:46
· 6 commits to main since this release

BDD100K Models 1.1.0 Release

teaser

  • Highlights
  • New Task: Pose Estimation
  • New Models

Highlights

In this release, we provide over 20 pre-trained models for the new pose estimation task in BDD100K, along with evaluation and visualization tools. We also provide over 30 new models for object detection, instance segmentation, semantic segmentation, and drivable area.

New Task: Pose Estimation

With the release of 2D human pose estimation data in BDD100K, we provide pre-trained models in this repo.

  • Pose estimation
    • ResNet, MobileNetV2, HRNet, and more.

New Models

We provide additional models for previous tasks

  • Object detection
    • Libra R-CNN, HRNet.
  • Instance segmentation
    • GCNet, HRNet.
  • Semantic segmentation / drivable area
    • NLNet, PointRend.