doughtmw

Interested in improving surgical navigation using augmented reality.

University of Toronto | Intuitive SurgicalSF Bay Area

Pinned Repositories

ArUcoDetectionHoloLens-Unity
ArUco marker tracking on the HoloLens, implemented in Unity.
Language:C#104 6 4926
BoundingBoxUtils-Unity
Simple Unity project to draw bounding boxes on a scaled canvas.
Language:C#4 3 02
display-calibration-hololens
Point correspondence-based display calibration and ArUco marker tracking for the HoloLens 2.
Language:C#43 3 59
hmd-ego-pose
A single-shot learning-based approach to hand and object pose estimation, made available on a head-mounted display.
Language:C#28 2 33
HoloLens2-Machine-Learning
Using deep learning models for image classification directly on the HoloLens 2.
Language:C#104 2 1728
HoloLensCamCalib
Programs to calibrate HoloLens front-facing camera, supporting HL1 and HL2
Language:C8 0 03
HoloLensForCV
Sample code and documentation for using the Microsoft HoloLens for Computer Vision research
Language:C++9 1 09
HoloLensForCV-Unity
HoloLens research mode streams for use in Unity.
Language:C#41 4 1010
surgeon-assist-net
Towards context-aware head-mounted display-based augmented reality for surgical guidance.
Language:C#24 4 02
YoloDetectionHoloLens-Unity
Object detection on the HoloLens through streaming PV camera frames to a companion PC, processing those using a YOLO framework, and returning the bounding box data which is rendered using Unity.
Language:C#54 2 1911

doughtmw's Repositories

doughtmw/ArUcoDetectionHoloLens-Unity
ArUco marker tracking on the HoloLens, implemented in Unity.
Language:C#104 6 4926
doughtmw/HoloLens2-Machine-Learning
Using deep learning models for image classification directly on the HoloLens 2.
Language:C#104 2 1728
doughtmw/YoloDetectionHoloLens-Unity
Object detection on the HoloLens through streaming PV camera frames to a companion PC, processing those using a YOLO framework, and returning the bounding box data which is rendered using Unity.
Language:C#54 2 1911
doughtmw/display-calibration-hololens
Point correspondence-based display calibration and ArUco marker tracking for the HoloLens 2.
Language:C#43 3 59
doughtmw/HoloLensForCV-Unity
HoloLens research mode streams for use in Unity.
Language:C#41 4 1010
doughtmw/hmd-ego-pose
A single-shot learning-based approach to hand and object pose estimation, made available on a head-mounted display.
Language:C#28 2 33
doughtmw/surgeon-assist-net
Towards context-aware head-mounted display-based augmented reality for surgical guidance.
Language:C#24 4 02
doughtmw/HoloLensForCV
Sample code and documentation for using the Microsoft HoloLens for Computer Vision research
Language:C++9 1 09
doughtmw/HoloLensCamCalib
Programs to calibrate HoloLens front-facing camera, supporting HL1 and HL2
Language:C8 0 03
doughtmw/BoundingBoxUtils-Unity
Simple Unity project to draw bounding boxes on a scaled canvas.
Language:C#4 3 02
doughtmw/AR-Ultrasound-Training
Language:C#2 1 0
doughtmw/NuGet-Package-Creation
How to build OpenCV binaries and pack into a NuGet package for easy consumption in Visual Studio.
Language:C++2 1 0
doughtmw/gitignore
A collection of useful .gitignore templates
1 1 0
doughtmw/camera_localization
Camera localization for augmented reality: a tutorial and survey
Language:C++0 0
doughtmw/cnpy
library to read/write .npy and .npz files in C/C++
Language:C++0 0
doughtmw/CNTK
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
Language:C++0 0
doughtmw/darknet
Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)
Language:C0 0
doughtmw/Darknet-On-OpenCL
Darknet On OpenCL
Language:C++0 0
doughtmw/doughtmw.github.io
Mitch's personal website.
Language:JavaScript0 0
doughtmw/EfficientNet-PyTorch
A PyTorch implementation of EfficientNet
Language:Python0 0
doughtmw/gen-efficientnet-pytorch
Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS
Language:Python0 0
doughtmw/handtracking
Building a Real-time Hand-Detector using Neural Networks (SSD) on Tensorflow
Language:Python0 0
doughtmw/hugo-academic
The website builder for Hugo. Build and deploy a beautiful website in minutes :rocket:
Language:HTML0 0
doughtmw/miccai-2016-surgical-activity-rec-Refactored
This is an older project Refactorated version
Language:Python1
doughtmw/MixedReality-WebRTC
MixedReality-WebRTC is a collection of components to help mixed reality app developers integrate audio and video real-time communication into their application and improve their collaborative experience
Language:C#0 0
doughtmw/models
A collection of pre-trained, state-of-the-art models in the ONNX format
Language:Jupyter Notebook0 0
doughtmw/singleshotpose
This research project implements a real-time object detection and pose estimation method as described in the paper, Tekin et al. "Real-Time Seamless Single Shot 6D Object Pose Prediction", CVPR 2018. (https://arxiv.org/abs/1711.08848).
Language:Python0 0
doughtmw/tensorflow-onnx
Convert TensorFlow models to ONNX
Language:Jupyter Notebook0 0
doughtmw/Windows-Machine-Learning
Samples and Tools for Windows ML.
Language:C++0 0
doughtmw/YOLO-CoreML-MPSNNGraph
Tiny YOLO for iOS implemented using CoreML but also using the new MPS graph API.
Language:Swift0 0