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ai-project-template

A logical, reasonably standardized, but flexible project template for creating new AI based projects along with Flask APIs by using cookiecutter.

ancient-language-decipherer

Creating a model for the recognition and classification of ancient Egyptian Hieroglyphs. Using transfer learning on convolutional neural networks created with TensorFlow 2.0

arflow

The official PyTorch implementation of the paper "Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation".

articles

A repository for the source code, notebooks, data, files, and other assets used in the data science and machine learning articles on LearnDataSci

awesome-colab-notebooks

Collection of google colaboratory notebooks for fast and easy experiments

awesome-cto

A curated and opinionated list of resources for Chief Technology Officers, with the emphasis on startups

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

cuda_imageconvolution

Implementations of 2D Image Convolution algorithm with CUDA (using global memory, shared memory and constant memory)

cuspeckle

cuspeckle_lab

deep-speckle-correlation

python implementation of Deep speckle correlation: a deep learning approach towards scalale imaging through scattering media

deepo

Set up deep learning environment in a single command line.

deepstream_reference_apps

Samples for TensorRT/Deepstream for Tesla & Jetson

fast-cpp-csv-parser

fast-cpp-csv-parser

fastflownet

FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation (ICRA 2021)

film_grain_rendering_gpu

GPU implementation of film grain rendering

first_jp_book

test jupyter book

flownet2-docker

Dockerfile and runscripts for FlowNet 2.0 (estimation of optical flow)

flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

gaussianbeam-field

gpucorrel

imagefiltering_cuda

Image Filtering using CUDA

irr

Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation (CVPR 2019)

learn-cuda-programming

Learn CUDA Programming, published by Packt

liteflownet

LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)

liteflownet2-tf2

LiteFlowNet2 implementation with TensorFlow 2

ml-class

Machine learning lessons and teaching projects designed for engineers

ml-design-patterns

Source code accompanying O'Reilly book: Machine Learning Design Patterns

mudic

Digital Image Correlation in Python

multidic

Matlab 3D Digital Image Correlation Toolbox