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Eyes of the elves's Projects

arl-eegmodels icon arl-eegmodels

This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow

big_transfer icon big_transfer

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

cdcn icon cdcn

Central Difference Convolutional Networks (CVPR'20)

cifar10-tensorflow icon cifar10-tensorflow

cifar10数据集上进行图片分类,基于tensorflow框架,旨在探究不同的改进策略对分类准确率的影响,如何一步步得提高准确率

crossvit icon crossvit

Official implementation of CrossViT. https://arxiv.org/abs/2103.14899

dann icon dann

pytorch implementation of Domain-Adversarial Training of Neural Networks

deep-forest icon deep-forest

An Efficient, Scalable and Optimized Python Framework for Deep Forest (2021.2.1)

deit icon deit

Official DeiT repository

external-attention-pytorch icon external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

paddlevit icon paddlevit

:robot: PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+

semg-based-mvcnn icon semg-based-mvcnn

Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"

swin-transformer icon swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

tcn icon tcn

Sequence modeling benchmarks and temporal convolutional networks

tensorflow-mnist-cnn icon tensorflow-mnist-cnn

MNIST classification using Convolutional NeuralNetwork. Various techniques such as data augmentation, dropout, batchnormalization, etc are implemented.

timesformer-pytorch icon timesformer-pytorch

Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification

tlbci icon tlbci

Matlab source code of the paper "D. Wu, X. Jiang, R. Peng, W. Kong, J. Huang and Z. Zeng, Transfer Learning for Motor Imagery Based Brain-Computer Interfaces: A Complete Pipeline, Information Sciences, 2021, submitted."

visualizer icon visualizer

helper tools for attention visualization in deep learning

vit-pytorch icon vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

vitae icon vitae

The official pytorch implementation of ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias

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