Computer Vision

All

41 repositories

OpenOOD
Public
Benchmarking Generalized Out-of-Distribution Detection
Python
•
MIT License
•113•0•0•0•Updated Jun 21, 2024Jun 21, 2024
cifar10-airbench
Public
94% on CIFAR-10 in 3.29 seconds 💨 https://arxiv.org/abs/2404.00498
Python
•
MIT License
•9•0•0•0•Updated Apr 5, 2024Apr 5, 2024
nnguide
Public
Code for ICCV 2023 paper "Nearest Neighbor Guidance for Out-of-Distribution Detection"
Python
•
Apache License 2.0
•2•0•0•0•Updated Dec 9, 2023Dec 9, 2023
awesome-mlops
Public
A curated list of references for MLOps
1.9k•0•0•0•Updated Sep 24, 2023Sep 24, 2023
VQ-Diffusion
Public
Official implementation of VQ-Diffusion
Python
•
MIT License
•62•0•0•1•Updated Jun 1, 2023Jun 1, 2023
diffusion-for-beginners
Public
denoising diffusion models, as simple as possible
Python
•
MIT License
•12•0•0•0•Updated Nov 8, 2022Nov 8, 2022
CelebFaces_Attributes_Classification
Public
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
Jupyter Notebook
•
MIT License
•4•0•0•0•Updated Sep 27, 2022Sep 27, 2022
ImageNet-Downsampled
Public
Training code for downsampled ImageNet datasets
Python
•4•0•0•0•Updated Feb 25, 2022Feb 25, 2022
pytorch_arch_relu
Public
Comparison of ReLU
relu-activation
Python
•
MIT License
•0•0•0•0•Updated Feb 24, 2022Feb 24, 2022
evaluation_wowbaggers_vision_system
Public
Evaluation and Improvement of the Current Victim Detection System of a Rescue Robot
machine-learning computer-vision robotics artificial-intelligence ros face-detection
C++
•
GNU General Public License v3.0
•0•1•0•0•Updated Jan 7, 2022Jan 7, 2022
Imagenet32_Scripts
Public
Scripts for Imagenet 32 dataset
Python
•
MIT License
•47•0•0•0•Updated May 24, 2021May 24, 2021
foolbox
Public
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
Python
•
MIT License
•426•0•0•0•Updated May 21, 2021May 21, 2021
Bag-of-Tricks-for-AT
Public
Empirical tricks for training state-of-the-art robust models on CIFAR-10 (ICLR 2021)
Python
•
Apache License 2.0
•25•0•0•0•Updated Apr 17, 2021Apr 17, 2021
horovod
Public
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
Python
•
Other
•2.2k•0•0•0•Updated Apr 1, 2021Apr 1, 2021
auto-attack
Public
Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"
Python
•
MIT License
•113•0•0•0•Updated Mar 31, 2021Mar 31, 2021
convert_torch_to_pytorch
Public
Convert torch t7 model to pytorch model and source.
Python
•
MIT License
•162•0•0•0•Updated Feb 15, 2021Feb 15, 2021
pytorch-cifar100
Public
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)
Python
•1.2k•0•0•0•Updated Jan 28, 2021Jan 28, 2021
square-attack
Public
Square Attack: a query-efficient black-box adversarial attack via random search [ECCV 2020]
Python
•
BSD 3-Clause "New" or "Revised" License
•28•0•0•0•Updated Jul 2, 2020Jul 2, 2020
convex_optimization
Public
convex-optimization subgradient
Python
•
MIT License
•0•0•0•0•Updated Feb 11, 2019Feb 11, 2019
optical_flow
Public
summary of current machine learning appraoches and optical flow
machine-learning deep-learning optical-flow variational-method
MIT License
•0•1•0•0•Updated Oct 28, 2018Oct 28, 2018
cnn-crf-stereo
Public
machine-learning stereo-vision
C++
•
GNU Affero General Public License v3.0
•22•0•0•0•Updated Sep 7, 2018Sep 7, 2018
optimization
Public
A collection of the Optimization Algorithms.
python machine-learning computer-vision analysis optimization linear-algebra linear-programming optimization-algorithms
Python
•
GNU Lesser General Public License v3.0
•1•4•0•0•Updated May 20, 2018May 20, 2018
dcgan_evaluation
Public
Evaluation of DCGAN
computer-science computer-vision machine-learning-algorithms evaluation generative-adversarial-network gan deep-convolutional-networks
Python
•0•0•0•0•Updated Jan 19, 2018Jan 19, 2018
cvkit
Public
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.
C++
•
Other
•66•0•0•0•Updated Jan 2, 2018Jan 2, 2018
FlowNetPytorch
Public
Pytorch implementation of FlowNet by Dosovitskiy et al.
Python
•
MIT License
•206•0•0•0•Updated Dec 6, 2017Dec 6, 2017
flownet2-docker
Public
Dockerfile and runscripts for FlowNet 2.0 (estimation of optical flow)
Shell
•
GNU General Public License v3.0
•52•0•0•0•Updated Sep 1, 2017Sep 1, 2017
pcl_stereoimages
Public
Point Cloud Reproduction from Stereoimages.
python computer-vision computer-algebra robotics numpy pcl pcloud stereo-algorithms stereo-vision stereo-matching
Python
•
GNU General Public License v3.0
•0•1•0•0•Updated Aug 30, 2017Aug 30, 2017
ippr
Public
image processing and pattern recognition
computer-vision optimization image-processing image-recognition pattern-recognition diffusion image-denoising denoising non-local total-variation
Python
•
GNU General Public License v3.0
•0•0•0•0•Updated Aug 17, 2017Aug 17, 2017
mrflow
Public
Code for the paper "Optical Flow in Mostly Rigid Scenes" by Jonas Wulff, Laura Sevilla-Lara, Michael Black, CVPR 2017
Python
•
Other
•33•0•0•0•Updated Aug 7, 2017Aug 7, 2017
tensorflow
Public
Computation using data flow graphs for scalable machine learning
C++
•
Apache License 2.0
•74k•0•0•0•Updated Jun 2, 2017Jun 2, 2017