Ashesh's Projects
Elastic collision example of N 3D balls in Matlab
A list of recent papers, libraries and datasets about 3D shape/geometry analysis (by topics, updating).
ae-lstm in tensorflow
MIT-Princeton Vision Toolbox for the Amazon Picking Challenge 2016 - RGB-D ConvNet-based object segmentation and 6D object pose estimation.
Portfolio
A Python toolkit of the BOP benchmark for 6D object pose estimation.
Object detection, 3D detection, and pose estimation using center point detection:
Simultaneous object detection and tracking using center points.
Implementation of Mask R-CNN in Chainer
Official repository for the paper "ClearGrasp: 3D Shape Estimation of Transparent Objects for Manipulation"
onvert fast huge number of depth .plk to .png files using multiprocessing
YOLOv4v / Scaled-YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )
YOLO ROS: Real-Time Object Detection for ROS
incubit challenge dataset
autoencoder test data
NVIDIA Deep learning Dataset Synthesizer (NDDS)
NVIDIA Dataset Utilities (NVDU)
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
Deep Object Pose Estimation (DOPE) – ROS inference (CoRL 2018)
Deep Depth Completion of a Single RGB-D Image
"DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion" code repository
Real-time dense visual SLAM system
Autonomous Mobile Robot Problem Sets and Exercises (Spring 2017) @ ETH