kuzand

Computer-Vision-Video-Lectures

A curated list of free, high-quality, university-level courses with video lectures related to the field of Computer Vision.

CAP5415

Computer Vision course CAP5415 (2012 and 2014)

Object-Tracking-TLD

C++ implementation of the Tracking-Learning-Detection (TLD) framework for object tracking.

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

3D-CODED

Pytorch Implementation for the project : `3D-CODED` and `Learning Elementary Structure`

3D-image-analysis

Implementation of some 3D/2D image analysis algorithms.

Algo-Data-Structure

Algorithms and Data Structure Programs

Augmentor

Image augmentation library in Python for machine learning.

PointNet

PyTorch implementation of the PointNet with applications to 3D object classification and part segmentation.

autodiff

Rudimentary automatic differentiation framework

awesome-ml-courses

Awesome free machine learning and AI courses with video lectures.

awesome-neural-rendering

A collection of resources on neural rendering.

Coursera-Machine-Learning

Coursera Machine Learning - Python code

CppMT

Deep-Learning-Boot-Camp

A community run, 5-day PyTorch Deep Learning Bootcamp

Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-learning-v2-pytorch

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

green

Green is a clean, colorful, fast python test runner.

L3C-PyTorch

PyTorch Implementation of the CVPR'19 Paper "Practical Full Resolution Learned Lossless Image Compression"

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

numpy

Numpy main repository

numpy-100

100 numpy exercises (100% complete)

pointnet_own

Personal implementation of PointNet in TF 2.0

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

pwc

Papers with code. Sorted by stars. Updated weekly.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-lr-finder

A learning rate range test implementation in PyTorch

pytorch_challenge

stanford_cs231n_2018

Solutions and comments to assignments for Stanford's course on convolutional neural networks

torchac

Entropy coding / arithmetic coding for PyTorch