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gracejary's Projects

3d-dl icon 3d-dl

Synthetic dataset generation for object-to-model deep learning

3d_object_recognition icon 3d_object_recognition

recognize and localize an object in 3D Point Cloud scene using VFH - SVMs based method and 3D-CNNs method

6-pack icon 6-pack

"6-PACK: Category-level 6D Pose Tracker with Anchor-Based Keypoints" code repository

alphapose icon alphapose

Real-Time and Accurate Multi-Person Pose Estimation&Tracking System

augmentedautoencoder icon augmentedautoencoder

Official Code: Implicit 3D Orientation Learning for 6D Object Detection from RGB Images

bop_renderer icon bop_renderer

A simple C++ off-screen renderer with Python bindings utilized in the BOP Toolkit.

bop_toolkit icon bop_toolkit

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

centernet-deep-sort icon centernet-deep-sort

realtime multiple people tracking (centerNet based person detector + deep sort algorithm with pytorch)

cnn-3d-pose-estimation icon cnn-3d-pose-estimation

Estimate 3D pose of object in image using a convoluted neural network. Trained on both real and synthetic data.

coco-annotator icon coco-annotator

:pencil2: Web-based image segmentation tool for object detection, localization and keypoints

cpf_segmentation icon cpf_segmentation

Constrained Plane Fitting library for unsupervised segmentation of 3D point clouds

cs231a icon cs231a

Computer Vision: From 3D Reconstruction to Recognition

cs231a-1 icon cs231a-1

Stanford University CS231A: Computer Vision, From 3D Reconstruction to Recognition HomeWork Answer

cullnet icon cullnet

Code implementation of our paper "CullNet: Calibrated and Pose Aware Confidence Scores for Object Pose Estimation"

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