stereodemo: compare several recent stereo depth estimation methods in the wild

• CREStereo

  1 425 0.0 Python

  Official MegEngine implementation of CREStereo(CVPR 2022 Oral).

  

CREStereo: "Practical Stereo Matching via Cascaded Recurrent Network with Adaptive Correlation" (CVPR 2022)

• RAFT-Stereo

  1 559 1.4 Python
  

RAFT-Stereo: "Multilevel Recurrent Field Transforms for Stereo Matching" (3DV 2021)

• InfluxDB

  www.influxdata.com sponsored

  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.

  

• google-research

  98 32,804 9.6 Jupyter Notebook

  Google Research

  

Hitnet: "Hierarchical Iterative Tile Refinement Network for Real-time Stereo Matching" (CVPR 2021)

• OpenCV

  196 75,423 9.9 C++

  Open Source Computer Vision Library

  

OpenCV stereo block matching and semi-global block matching baselines, with all their parameters

• RealtimeStereo

  1 152 0.0 Python

  Attention-Aware Feature Aggregation for Real-time Stereo Matching on Edge Devices (ACCV, 2020)

Chang et al. RealtimeStereo: "Attention-Aware Feature Aggregation for Real-time Stereo Matching on Edge Devices" (ACCV 2020)

• PINTO_model_zoo

  5 3,288 9.8 Python

  A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.

Hope it might be useful to more people, and thanks to PINTO0309 and ibaiGorordo for converting several pre-trained models to ONNX!

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