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MMSegmentation v1.2.0 release

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@xiexinch xiexinch released this 12 Oct 14:27
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MMSegmentation v1.2.0 (10/12/2023)

From v1.1.0 to v1.2.0, we are delighted that MMSegmentation supports full-flow open-vocabulary semantic segmentation and monocular depth estimation tasks!

  • Open-vocabulary semantic segmentation: SAN and CAT-Seg:

    • Side Adapter Network for Open-Vocabulary Semantic Segmentation
      SAN
    • Cost Aggregation for Open-Vocabulary Semantic Segmentation
      CAT-Seg
  • Monocular depth estimation: VPD and AdaBins:

    • Visual Perception with Pre-trained Diffusion Models
      VPD
    • AdaBins: Depth Estimation using Adaptive Bins:
      Adabins

Features

  • Support Side Adapter Network (#3232)

Bug Fixes

  • fix wrong variables passing for set_dataset_meta (#3348)

Documentation

  • add documentation of Finetune ONNX Models (MMSegemetation) Inference for NVIDIA Jetson (#3372)