mlp

[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.

image computer-vision architecture image-processing transformer mlp enhancement image-restoration restoration deblurring denoising dehazing image-enhancement low-level-vision deraining retouching

UpdatedJun 9, 2023
Python

chengtan9907 /OpenSTL

Star877

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

benchmark computer-vision deep-learning pytorch artificial-intelligence transformer awesome-list mlp weather-forecast attention-mechanism awesome-lists predictive-learning self-supervised-learning video-prediction

UpdatedSep 4, 2024
Python

jeya-maria-jose /UNeXt-pytorch

Star508

Official Pytorch Code base for "UNeXt: MLP-based Rapid Medical Image Segmentation Network", MICCAI 2022

deep-learning medical-imaging segmentation mlp unet medical-image-segmentation unet-image-segmentation

UpdatedSep 9, 2023
Python

google-research /maxvit

Star466

[ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmentation, image quality, and generative modeling...

image computer-vision architecture image-processing cnn transformer classification segmentation resnet object-detection mlp transformer-architecture vision-transformer

UpdatedJun 2, 2023
Jupyter Notebook

omerbsezer /Fast-Pytorch

Star432

Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes

python machine-learning computer-vision deep-learning cnn pytorch rnn mlp transfer-learning pytorch-tutorial rnn-pytorch colaboratory colab-notebook cnn-pytorch pytorch-implementation colab-tutorial

UpdatedMay 7, 2019
Jupyter Notebook

zhengyima /mnist-classification

Star403

Pytorch、Scikit-learn实现多种分类方法，包括逻辑回归（Logistic Regression）、多层感知机（MLP）、支持向量机（SVM）、K近邻（KNN）、CNN、RNN，极简代码适合新手小白入门，附英文实验报告（ACM模板）

machine-learning deep-learning svm scikit-learn cnn python3 pytorch mnist rnn mnist-classification logistic-regression mlp knn

UpdatedOct 16, 2020
Python

ShoufaChen /CycleMLP

Star285

[ICLR'22 Oral] Implementation of "CycleMLP: A MLP-like Architecture for Dense Prediction"

pytorch mlp backbone-models

UpdatedApr 25, 2022
Python

yechengxi /LightNet

Star273

Efficient, transparent deep learning in hundreds of lines of code.

deep-learning neural-network matlab cnn lstm sgd rnn mlp cudnn quasi-recurrent-neural-networks

UpdatedApr 25, 2019
MATLAB

snap-research /R2L

Star192

[ECCV 2022] R2L: Distilling Neural Radiance Field to Neural Light Field for Efficient Novel View Synthesis

deep-learning rendering mlp nerf distillation novel-view-synthesis neural-light-field

UpdatedAug 15, 2023
Python

jczic /MicroMLP

Star187

A micro neural network multilayer perceptron for MicroPython (used on ESP32 and Pycom modules)

machine-learning qlearning ai deep-learning neural-network micropython esp32 q-learning artificial-intelligence neurons deeplearning mlp predictive-modeling ann lopy wipy pycom multilayer-perceptron hc2

UpdatedDec 23, 2020
Python

vztu /maxim-pytorch

Star175

[CVPR 2022 Oral] PyTorch re-implementation for "MAXIM: Multi-Axis MLP for Image Processing", with *training code*. Official Jax repo:https://github.com/google-research/maxim

image computer-vision architecture image-processing transformer mlp enhancement image-restoration restoration deblurring denoising dehazing image-enhancement low-level-vision deraining retouching