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42 stars written in Python
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95.47% on CIFAR10 with PyTorch

Python 6,083 2,157 Updated Feb 24, 2023

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet…

Python 4,407 1,185 Updated Jul 15, 2024

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

Python 4,361 1,565 Updated Feb 21, 2025

Benchmarks for popular CNN models

Python 2,529 408 Updated Sep 25, 2017

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

Python 2,289 424 Updated Sep 5, 2023

Advanced Deep Learning with Keras, published by Packt

Python 1,869 980 Updated Apr 12, 2023

Pytorch implementation of various Knowledge Distillation (KD) methods.

Python 1,663 267 Updated Nov 25, 2021

Keras community contributions

Python 1,577 653 Updated Oct 21, 2022

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

Python 1,519 326 Updated Feb 10, 2025

The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distillation-Oriented Trainer https://openaccess.thecvf.com/content…

Python 831 119 Updated Nov 5, 2023

Pretrained TorchVision models on CIFAR10 dataset (with weights)

Python 660 156 Updated Jun 24, 2023

Deep Learning Computer Vision Algorithms for Real-World Use

Python 410 216 Updated Aug 19, 2022

Convert trained PyTorch models to Keras, and the other way around

Python 224 39 Updated Dec 25, 2018
Python 214 47 Updated Aug 6, 2022

Scripts for Imagenet 32 dataset

Python 150 47 Updated May 24, 2021

High-acc(>0.7) model(ResNet, ResNeXt, DenseNet, SENet, SE-ResNeXt) on TensorFlow.

Python 122 42 Updated Jul 9, 2019

Compress neural network with pruning and quantization using TensorFlow.

Python 105 28 Updated Dec 19, 2018

🔬 Some personal research code on analyzing CNNs. Started with a thorough exploration of Stanford's Tiny-Imagenet-200 dataset.

Python 100 29 Updated Apr 12, 2019

AutoEncoder trained on ImageNet

Python 100 20 Updated Nov 3, 2022

Knowledge Distillation Toolkit

Python 89 10 Updated Jun 27, 2020

Train ResNet on ImageNet in Tensorflow 2.0; ResNet 在ImageNet上完整训练代码

Python 84 32 Updated Sep 25, 2020

Parse Robinhood 1099 Tax Document from PDF into CSV

Python 67 17 Updated Feb 25, 2024

[ACLW'24] LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-tailed Multi-Label Visual Recognition

Python 50 3 Updated Aug 13, 2024

Unofficial Pytorch implementation of Deep Compression in CIFAR10

Python 35 9 Updated Sep 24, 2021

Denoising Variational Autoencoder

Python 34 7 Updated Feb 11, 2017

Keras + tensorflow experiments with knowledge distillation on EMNIST dataset

Python 34 16 Updated Sep 14, 2017

95.76% on CIFAR-10 with TensorFlow2

Python 30 8 Updated Oct 21, 2021

Keywords: Image Denoising, CNNs, Autoencoders, Residual Learning, PyTorch

Python 29 2 Updated Oct 17, 2023

Convolutional Autoencoder

Python 24 6 Updated Oct 13, 2022

[ICCV 2023] Efficient Joint Optimization of Layer-Adaptive Weight Pruning in Deep Neural Networks

Python 23 Updated Oct 31, 2023
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42 stars written in Python