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erkang's Projects

installcaffejtx1 icon installcaffejtx1

Scripts to install Caffe and dependencies on the NVIDIA Jetson TX1 Development Kit

its icon its

experiments about automobile vision, now focusing on lane marking/boundary detection & tracking. see more https://github.com/baidut/OpenVehicleVision

jf-cut icon jf-cut

JF-Cut: A Parallel Graph Cut Approach for Large Scale Image and Video

keras-vis icon keras-vis

Neural network visualization toolkit for keras

keras-yolo3 icon keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

lift-splat-shoot icon lift-splat-shoot

Lift, Splat, Shoot: Encoding Images from Arbitrary Camera Rigs by Implicitly Unprojecting to 3D (ECCV 2020)

lv-ortho-modes icon lv-ortho-modes

Left ventricular orthogonal clinical modes: http://www.cardiacatlas.org/tools/lv-shape-orthogonal-clinical-modes/

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

medicaldetectiontoolkit icon medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

mexconv3d icon mexconv3d

Matlab mex implementation of the basic operations for 3D (volume) Convolutional Neural Network

midas-journal-111 icon midas-journal-111

Implementing the Automatic Generation of 3D Statistical Shape Models with ITK

ml-class icon ml-class

My solutions to programming exercises from Stanford online Machine Learning class.

ml-ease icon ml-ease

ADMM based large scale logistic regression

mlnd-capstone icon mlnd-capstone

Lane Detection with Deep Learning - My Capstone project for Udacity's ML Nanodegree

mobilenet-ssd icon mobilenet-ssd

Caffe implementation of Google MobileNet SSD detection network, with pretrained weights on VOC0712 and mAP=0.727.

modec icon modec

Multimodal Decomposable Model for Human Pose Estimation

mshadow icon mshadow

Matrix Shadow:Lightweight Matrix and Tensor Template Library in C++/CUDA

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