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cifar10

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haitongli /knowledge-distillation-pytorch

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

deep-neural-networks computer-vision pytorch knowledge-distillation cifar10 dark-knowledge model-compression

UpdatedMar 25, 2023
Python

bearpaw /pytorch-classification

Classification with PyTorch.

pytorch classification imagenet densenet resnet cifar10 resnext wide-residual-networks wrn cifar100 preresnet

UpdatedJun 18, 2024
Python

torchdistill

yoshitomo-matsubara /torchdistill

A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆25 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

nlp natural-language-processing glue pytorch transformer imagenet image-classification coco object-detection semantic-segmentation knowledge-distillation cifar10 pascal-voc cifar100 google-colab colab-notebook amazon-sagemaker-lab pytorch-ecosystem

UpdatedMar 9, 2025
Python

hysts /pytorch_image_classification

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet

computer-vision pytorch imagenet cifar10 fashion-mnist

UpdatedDec 12, 2021
Python

tysam-code /hlb-CIFAR10

Train to 94% on CIFAR-10 in <6.3 seconds on a single A100. Or ~95.79% in ~110 seconds (or less!)

machine-learning deep-learning neural-network experimentation cifar10 world-record responsive-to-issue-tickets language-models-are-next speedyconvnet7-1-0

UpdatedDec 18, 2024
Python

Hyperparticle /one-pixel-attack-keras

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

nlp machine-learning deep-learning neural-network tensorflow keras image-processing cnn imagenet cifar10

UpdatedApr 24, 2024
Jupyter Notebook

BIGBALLON /cifar-10-cnn

Play deep learning with CIFAR datasets

deep-learning tensorflow keras densenet convolutional-neural-networks residual-networks learning-rate cifar10 cifar-100

UpdatedAug 27, 2020
Python

huyvnphan /PyTorch_CIFAR10

Pretrained TorchVision models on CIFAR10 dataset (with weights)

computer-vision pytorch deeplearning pretrained-models cifar10 pretrained-weights torchvision

UpdatedJun 24, 2023
Python

alvinwan /neural-backed-decision-trees

Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet

pytorch neural-networks imagenet image-classification pretrained-models decision-trees cifar10 interpretability pretrained-weights cifar100 tiny-imagenet explainability neural-backed-decision-trees

UpdatedMay 1, 2023
Python

leftthomas /SimCLR

A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"

pytorch unsupervised-learning cifar10 contrastive-loss

UpdatedAug 24, 2020
Python

VITA-Group /AutoGAN

[ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang

pytorch gan cifar10 neural-architecture-search autogan

UpdatedJan 25, 2024
Python

neural-api

joaopauloschuler /neural-api

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.

lazarus delphi pascal freepascal fpc machine-learning-api cifar10 object-pascal pascal-language free-pascal delphi-component delphi-library pascal-library pascal-programming cifar-10 lazarus-library pascal-artificial-intelligence pascal-neural-networks pascal-neural-network pascal-ai

UpdatedOct 15, 2024
Pascal

chenyaofo /pytorch-cifar-models

Pretrained models on CIFAR10/100 in PyTorch

deep-learning notebook pytorch classification pretrained-models cifar10 cifar100 pytorch-cifar-models

UpdatedMar 3, 2023
Python

junyuseu /pytorch-cifar-models

3.41% and 17.11% error on CIFAR-10 and CIFAR-100

cnn pytorch cifar10 cifar100 state-of-the-art

UpdatedDec 17, 2018
Python

naszilla /naszilla

Naszilla is a Python library for neural architecture search (NAS)

deep-learning tensorflow pytorch convolutional-networks convolutional-neural-networks cifar10 automl bananas neural-architecture-search meta-neural-network nas-algorithms

UpdatedDec 29, 2022
Python

kiryor /nnPUlearning

Non-negative Positive-Unlabeled (nnPU) and unbiased Positive-Unlabeled (uPU) learning reproductive code on MNIST and CIFAR10

chainer mnist cifar10 pu-learning nnpu-learning

UpdatedDec 13, 2022
Python

leaderj1001 /BottleneckTransformers

Bottleneck Transformers for Visual Recognition

transformers imagenet image-classification image-recognition cifar10 bottleneck-transformers

UpdatedMar 14, 2021
Python

hiwonjoon /tf-vqvae

Tensorflow Implementation of the paper [Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937) (VQ-VAE).

tensorflow mnist generative-model vae cifar10

UpdatedApr 5, 2018
Jupyter Notebook

stanford-futuredata /dawn-bench-entries

DAWNBench: An End-to-End Deep Learning Benchmark and Competition

training inference imagenet deeplearning squad cifar10

UpdatedSep 17, 2020
Python

Kedreamix /Pytorch-Image-Classification

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。

pytorch vgg densenet resnet alexnet inception cifar10 mobilenet shufflenet mnasnet goolenet

UpdatedDec 7, 2023
Jupyter Notebook

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