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Add README for Robust6DNet#1

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Add README for Robust6DNet#1
Copilot wants to merge 2 commits intomainfrom
copilot/create-readme-file

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Copilot AI commented Mar 4, 2026

No documentation existed for the project. Adds a structured README.md covering the full pipeline from dataset setup through training to inference.

Contents

  • Overview — Three-stage pipeline: KeypointNet heatmap detection → 2D–3D correspondence → PnP pose estimation
  • Repository structure — Annotated directory tree
  • Data generation pipeline — Ordered steps for find_high_visib_images, generate_keypoints, generate_annotations, generate_crops, generate_heatmaps, plus the gen.sh convenience script
  • Training CLI — Full argument table with defaults for train_r6dnet.py
  • Model architecture — EfficientNet/ResNet backbone + transposed-conv upsampling head + per-channel min-max normalization
  • Evaluation metrics — MSE, PCK, MDE, ADD, ADD-S, reprojection error
  • Pre-trained models — Table of included weights for objects 1, 2, 8, 11
  • References — Linemod (ACCV 2012) and BOP benchmark (ECCV 2018)
Original prompt

Create a detailed and structured but straightforward README about this project


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Co-authored-by: loveakinlesi <17087780+loveakinlesi@users.noreply.github.com>
Copilot AI changed the title [WIP] Add detailed README for project documentation Add README for Robust6DNet Mar 4, 2026
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