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augmented-reality

Python and OpenCV project for AR tag detection and tracking, Image and 3D cube super-imposition

binet-bridge-visual-inspection-dataset

crack_segmentation

This repository contains code and dataset for the task crack segmentation using two architectures UNet_VGG16, UNet_Resnet and DenseNet-Tiramusu

crackforest-dataset

dadt_buildings

detection-of-road-damage-using-faster-regional-convolutional-neural-network-method

Pothole detection using Faster R-CNN Model by FurkanOM. Code for Detection Of Road Damage Using Faster Regional-Convolutional Neural Network Method paper

dnnlib

dnnlib extracted from official StyleGAN implementation

docs

TensorFlow documentation

fbrs_interactive_segmentation

[CVPR2020] f-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation https://arxiv.org/abs/2001.10331

image-generation-using-gan

The project deals with image generation with the help of a GAN. Data is obtained from: http://www.robots.ox.ac.uk/~vgg/data/flowers/.

intelligentedgehol

The IntelligentEdgeHOL walks through the process of deploying an IoT Edge module to an Nvidia Jetson Nano device to allow for detection of objects in YouTube videos, RTSP streams, or an attached web cam

machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

machine-learning-collection

A resource for learning about Machine learning & Deep Learning

machine_leaning_engineer_udacity_nanodegree

machine_learning_complete

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

marslandmlalgo

Code and data for the second edition of the textbook `Machine Learning: An Algorithm Perspective" by Stephen Marsland.

models

Models and examples built with TensorFlow

mslearn-mr-adt-in-unity

This is a repo that holds the sample code for the Mixed Reality and Azure Digital Twins in Unity Learn Path

multitask-learning-bridge-inspection

Implementation of the paper "A Multitask Deep Learning Model for Parsing Bridge Elements and Segmenting Defect in Bridge Inspection Images"

objectdetection

objectron

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes

openxr-unity-mixedreality-samples

Sample Unity projects to demo how to use OpenXR plugin in Unity for HoloLens 2 and Mixed Reality headsets

pythonda

roadarchitect

Road Architect for Unity

sagemaker-defect-detection

Detect Defects in Products from their Images using Amazon SageMaker

segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

simcenterbootcamp2020

simcenterbootcamp2022

skeletonization-by-zhang-suen-thinning-algorithm

Skeletonization by Zhang-Suen Thinning Algorithm, Python and Matlab Implementation

stylegan2-ada-pytorch

StyleGAN2-ADA - Official PyTorch implementation