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goldeneye's Projects

6dpose icon 6dpose

implement some algorithms of 6d pose estimation

blenderproc icon blenderproc

A procedural Blender pipeline for photorealistic training image generation

bop_toolkit icon bop_toolkit

A Python toolkit of the BOP benchmark for 6D object pose estimation.

caffe icon caffe

Caffe: a fast open framework for deep learning.

cdpn_iccv2019_zhigangli icon cdpn_iccv2019_zhigangli

The official training code of ICCV2019 paper "CDPN: Coordinates-based Disentangled Pose Network for Real-time RGB-based 6-DoF Object Pose Estimation".

coordconv-pytorch icon coordconv-pytorch

Pytorch implementation of CoordConv introduced in 'An intriguing failing of convolutional neural networks and the CoordConv solution' paper. (https://arxiv.org/pdf/1807.03247.pdf)

densefusion icon densefusion

"DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion" code repository

dpod icon dpod

DPOD: 6D Pose Estimator

dpod-1 icon dpod-1

Official PyTorch implementation of ICCV 2019 paper "DPOD: 6D Pose Object Detector and Refiner"

epos icon epos

Code for "EPOS: Estimating 6D Pose of Objects with Symmetries", CVPR 2020.

epro-pnp icon epro-pnp

[CVPR 2022 Oral, Best Student Paper] EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation

gdr-net icon gdr-net

GDR-Net: Geometry-Guided Direct Regression Network for Monocular 6D Object Pose Estimation. (CVPR 2021)

labelfusion icon labelfusion

LabelFusion: A Pipeline for Generating Ground Truth Labels for Real RGBD Data of Cluttered Scenes

mmengine icon mmengine

OpenMMLab Foundational Library for Training Deep Learning Models

nsfw_data_scraper icon nsfw_data_scraper

Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier

objectdatasettools icon objectdatasettools

Tools to create pixel-wise object masks, bounding box labels (2D and 3D) and 3D object model (PLY triangle mesh) for object sequences filmed with an RGB-D camera. This project prepares training and testing data for various deep learning projects such as 6D object pose estimation projects singleshotpose, as well as object detection and instance segmentation projects.

open3d icon open3d

Open3D: A Modern Library for 3D Data Processing

opencv icon opencv

Open Source Computer Vision Library

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