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Hi there 👋

I work in the fields of machine/deep learning, computer vision, robotics (manipulations, planning) and human-robot interactions. Please visit my portfolio to know about past work experiences, skills, projects, and publications.

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Top Langs

Languages and Tools:

Python C++ Tensorflow

Pytorch Scikit-Learn

OpenCV OpenVINO ROS GitHub


Ashesh's Projects

apc-vision-toolbox icon apc-vision-toolbox

MIT-Princeton Vision Toolbox for the Amazon Picking Challenge 2016 - RGB-D ConvNet-based object segmentation and 6D object pose estimation.

bop_toolkit icon bop_toolkit

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

centernet icon centernet

Object detection, 3D detection, and pose estimation using center point detection:

centertrack icon centertrack

Simultaneous object detection and tracking using center points.

cleargrasp icon cleargrasp

Official repository for the paper "ClearGrasp: 3D Shape Estimation of Transparent Objects for Manipulation"

darknet icon darknet

YOLOv4v / Scaled-YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )

data icon data

incubit challenge dataset

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

densefusion icon densefusion

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

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