38 results found Sort:

haitongli
knowledge-distillation-pytorch haitongli
341
1.8k
mit
19
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
cifar10 pytorch dark-knowledge computer-vision model-compression deep-neural-networks knowledge-distillation
Created 2018-03-09
136 commits to master branch, last one about a year ago
bearpaw
pytorch-classification bearpaw
560
1.7k
mit
29
Classification with PyTorch.
wrn resnet cifar10 pytorch resnext cifar100 densenet imagenet preresnet classification wide-residual-networks
Created 2017-05-10
48 commits to master branch, last one 5 years ago
hysts
pytorch_image_classification hysts
298
1.3k
mit
27
PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet
cifar10 pytorch imagenet fashion-mnist computer-vision
This repository has been archived (exclude archived)
Created 2017-12-09
185 commits to master branch, last one 2 years ago
yoshitomo-matsubara
torchdistill yoshitomo-matsubara
124
1.3k
mit
18
A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆25 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Traine...
nlp coco glue cifar10 pytorch cifar100 imagenet pascal-voc transformer google-colab colab-notebook object-detection amazon-sagemaker-lab image-classification semantic-segmentation knowledge-distillation natural-language-processing
Created 2019-12-18
1,526 commits to main branch, last one 3 days ago
Hyperparticle
one-pixel-attack-keras Hyperparticle
208
1.2k
mit
28
Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
cnn nlp keras cifar10 imagenet tensorflow deep-learning neural-network image-processing machine-learning
Created 2018-02-17
56 commits to master branch, last one 3 years ago
tysam-code
hlb-CIFAR10 tysam-code
72
1.2k
apache-2.0
20
Train to 94% on CIFAR-10 in <6.3 seconds on a single A100. Or ~95.79% in ~110 seconds (or less!)
cifar10 world-record deep-learning neural-network experimentation machine-learning speedyconvnet7-1-0 language-models-are-next responsive-to-issue-tickets
Created 2022-12-11
21 commits to main branch, last one 6 months ago
BIGBALLON
cifar-10-cnn BIGBALLON
293
815
mit
30
Play deep learning with CIFAR datasets
keras cifar10 densenet cifar-100 tensorflow deep-learning learning-rate residual-networks convolutional-neural-networks
Created 2017-08-02
51 commits to master branch, last one 3 years ago
huyvnphan
PyTorch_CIFAR10 huyvnphan
153
612
mit
6
Pretrained TorchVision models on CIFAR10 dataset (with weights)
cifar10 pytorch torchvision deeplearning computer-vision pretrained-models pretrained-weights
Created 2019-07-09
62 commits to master branch, last one 2 years ago
alvinwan
neural-backed-decision-trees alvinwan
131
601
mit
18
Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet
cifar10 pytorch cifar100 imagenet tiny-imagenet decision-trees explainability neural-networks interpretability pretrained-models pretrained-weights image-classification neural-backed-decision-trees
Created 2020-03-20
830 commits to master branch, last one 2 years ago
VITA-Group
AutoGAN VITA-Group
84
461
mit
16
[ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang
gan autogan cifar10 pytorch neural-architecture-search
Created 2019-08-01
19 commits to master branch, last one 2 years ago
joaopauloschuler
neural-api joaopauloschuler
194
355
lgpl-2.1
60
CAI NEURAL API - Pascal based deep learning neural network API optimized for AVX, AVX2 and AVX512 instruction sets plus OpenCL capable devices including AMD, Intel and NVIDIA.
fpc delphi pascal cifar10 lazarus cifar-10 pascal-ai freepascal free-pascal object-pascal delphi-library pascal-library lazarus-library pascal-language delphi-component pascal-programming machine-learning-api pascal-neural-network pascal-neural-networks pascal-artificial-intelligence
Created 2019-09-23
838 commits to master branch, last one 10 days ago
naszilla
naszilla naszilla
45
300
apache-2.0
12
Naszilla is a Python library for neural architecture search (NAS)
automl bananas cifar10 pytorch tensorflow deep-learning nas-algorithms meta-neural-network convolutional-networks neural-architecture-search convolutional-neural-networks
Created 2019-10-26
93 commits to master branch, last one about a year ago
kiryor
nnPUlearning kiryor
64
293
other
9
Non-negative Positive-Unlabeled (nnPU) and unbiased Positive-Unlabeled (uPU) learning reproductive code on MNIST and CIFAR10
mnist chainer cifar10 pu-learning nnpu-learning
Created 2017-04-04
16 commits to master branch, last one about a year ago
chenyaofo
pytorch-cifar-models chenyaofo
50
278
bsd-3-clause
1
Pretrained models on CIFAR10/100 in PyTorch
cifar10 pytorch cifar100 notebook deep-learning classification pretrained-models pytorch-cifar-models
Created 2019-04-28
46 commits to master branch, last one about a year ago
leaderj1001
BottleneckTransformers leaderj1001
52
269
mit
7
Bottleneck Transformers for Visual Recognition
cifar10 imagenet transformers image-recognition image-classification bottleneck-transformers
Created 2021-01-28
17 commits to main branch, last one 3 years ago
mafda
generative_adversarial_networks_101 mafda
79
201
mit
8
Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.
gan cgan gans wgan ccgan cgans dcgan keras lsgan mnist ccgans lsgans cifar10 cifar-10 tensorflow mnist-dataset jupyter-notebook conda-environment generative-adversarial-network generative-adversarial-networks
Created 2018-06-14
162 commits to master branch, last one 6 months ago
tugstugi
pytorch-speech-commands tugstugi
45
189
unknown
4
Speech commands recognition with PyTorch | Kaggle 10th place solution in TensorFlow Speech Recognition Challenge
kaggle resnet cifar10 pytorch resnext densenet deep-learning classification neural-network dual-path-networks speech-recognition wide-residual-networks
Created 2018-01-20
77 commits to master branch, last one 6 years ago
lonePatient
lookahead_pytorch lonePatient
31
184
mit
5
pytorch implement of Lookahead Optimizer
cifar10 pytorch lookahead optimizer resnet-18
Created 2019-07-28
18 commits to master branch, last one 4 years ago
Kedreamix
Pytorch-Image-Classification Kedreamix
23
165
unknown
2
用于pytorch的图像分类，包含多种模型方法，比如AlexNet，VGG，GoogleNet，ResNet，DenseNet等等，包含可完整运行的代码。除此之外，也有colab的在线运行代码，可以直接在colab在线运行查看结果。也可以迁移到自己的数据集进行迁移学习。
vgg resnet alexnet cifar10 mnasnet pytorch densenet goolenet inception mobilenet shufflenet
Created 2021-09-08
141 commits to main branch, last one 5 months ago
ethanhe42
resnet-cifar10-caffe ethanhe42
125
160
mit
3
ResNet-20/32/44/56/110 on CIFAR-10 with Caffe
caffe cifar vgg16 resnet cifar10
Created 2016-08-13
52 commits to master branch, last one 29 days ago
tyui592
Pruning_filters_for_efficient_convnets tyui592
28
139
unknown
1
PyTorch implementation of "Pruning Filters For Efficient ConvNets"
vgg cifar10 pruning pytorch deep-neural-networks pytorch-implementation
Created 2019-10-01
4 commits to master branch, last one 10 months ago
zeiss-microscopy
BSConv zeiss-microscopy
22
133
bsd-3-clause-clear
6
Reference implementation for Blueprint Separable Convolutions (CVPR 2020)
zeiss resnet cifar10 pytorch cifar100 cvpr2020 mobilenet deep-learning image-classification efficient-neural-networks blueprint-separable-convolutions depthwise-separable-convolutions
Created 2020-03-31
124 commits to master branch, last one 3 years ago
KentoNishi
Augmentation-for-LNL KentoNishi
13
112
mit
6
[CVPR 2021] Code for "Augmentation Strategies for Learning with Noisy Labels".
cvpr cifar10 cifar100 cvpr2021 clothing1m label-noise data-augmentation augmentation-policies label-noise-robustness semi-supervised-learning data-augmentation-strategies
Created 2020-11-18
32 commits to master branch, last one 2 years ago
chengtan9907
Co-learning chengtan9907
10
112
unknown
3
The official implementation of the ACM MM'2021 paper Co-learning: Learning from noisy labels with self-supervision.
cifar10 pytorch cifar100 benchmark label-noise awesome-list noisy-labels deep-learning contrastive-learning noisy-label-learning self-supervised-learning semi-supervised-learning
Created 2021-03-17
8 commits to master branch, last one 2 years ago
microsoft
petridishnn microsoft
22
111
mit
14
Code for the neural architecture search methods contained in the paper Efficient Forward Neural Architecture Search
automl cifar10 imagenet cifar-100 deep-learning image-classification deep-learning-algorithms neural-architecture-search
Created 2019-04-10
28 commits to master branch, last one 11 months ago
narumiruna
efficientnet-pytorch narumiruna
31
109
mit
2
A PyTorch implementation of "EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks".
mnist cifar10 pytorch imagenet efficientnet
Created 2019-06-01
152 commits to main branch, last one a day ago
JunlinHan
YOCO JunlinHan
10
99
unknown
4
Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.
icml cifar10 pytorch cifar100 imagenet rain-removal classification computer-vision object-detection super-resolution data-augmentation data-augmentations imagenet-classifier contrastive-learning instance-segmentation data-augmentation-strategies
Created 2022-01-27
38 commits to main branch, last one 10 months ago
tlatkowski
gans-2.0 tlatkowski
14
76
mit
4
Generative Adversarial Networks in TensorFlow 2.0
gan mnist python cifar10 python3 cifar-10 cyclegan tensorflow tensorflow2 vanilla-gan fashionmnist tensorflow-2 deep-learning fashion-mnist style-transfer conditional-gan tensorflow-models tensorflow-examples mnist-classification generative-adversarial-network
Created 2019-05-25
243 commits to master branch, last one 3 years ago
somepago
dbViz somepago
11
72
apache-2.0
3
The official PyTorch implementation - Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility and Double Descent from the Decision Boundary Perspective (CVPR'22).
cifar10 pytorch decision-boundaries visualization-tools neural-network-visualizations understanding-neural-networks decision-boundary-visualizations
Created 2021-11-22
23 commits to main branch, last one 2 years ago
Nicholasli1995
VisualizingNDF Nicholasli1995
20
69
mit
5
Official PyTorch implementation of "Visualizing the Decision-making Process in Deep Neural Decision Forest", CVPR 2019 Workshops on Explainable AI
mnist cifar10 deep-learning visualization age-estimation computer-vision machine-learning imageclassification
Created 2019-03-11
96 commits to master branch, last one 2 years ago