Computer Vision

optimization

A collection of the Optimization Algorithms.

evaluation_wowbaggers_vision_system

Evaluation and Improvement of the Current Victim Detection System of a Rescue Robot

optical_flow

summary of current machine learning appraoches and optical flow

pcl_stereoimages

Point Cloud Reproduction from Stereoimages.

auto-attack

Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"

Bag-of-Tricks-for-AT

Empirical tricks for training state-of-the-art robust models on CIFAR-10 (ICLR 2021)

convert_torch_to_pytorch

Convert torch t7 model to pytorch model and source.

convex_optimization

dcgan_evaluation

Evaluation of DCGAN

foolbox

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

ippr

image processing and pattern recognition

mrflow

Code for the paper "Optical Flow in Mostly Rigid Scenes" by Jonas Wulff, Laura Sevilla-Lara, Michael Black, CVPR 2017

nnguide

Code for ICCV 2023 paper "Nearest Neighbor Guidance for Out-of-Distribution Detection"

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

pytorch_arch_relu

Comparison of ReLU

square-attack

Square Attack: a query-efficient black-box adversarial attack via random search [ECCV 2020]

VQ-Diffusion

Official implementation of VQ-Diffusion

awesome-mlops

A curated list of references for MLOps

CelebFaces_Attributes_Classification

This repository is related to a project of the Introduction to Numerical Imaging (i.e, Introduction à l'Imagerie Numérique in French), given by the MVA Masters program at ENS-Paris Saclay. It was entirely build from scratch and contains code in PyTorch Lightning to train and then use a neural network for image classification. We used it to create

cifar10-airbench

94% on CIFAR-10 in 3.29 seconds 💨 https://arxiv.org/abs/2404.00498

cnn-crf-stereo

cvkit

Computer Vision Toolkit. cvkit is available for Linux as well as for Windows. It offers useful tools for viewing and analyzing images and 3d models.

diffusion-for-beginners

denoising diffusion models, as simple as possible

flownet2-docker

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

FlowNetPytorch

Pytorch implementation of FlowNet by Dosovitskiy et al.

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

ImageNet-Downsampled

Training code for downsampled ImageNet datasets

Imagenet32_Scripts

Scripts for Imagenet 32 dataset

OpenOOD

Benchmarking Generalized Out-of-Distribution Detection

tensorflow

Computation using data flow graphs for scalable machine learning