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ancor

Fine-grained Angular Contrastive Learning with Coarse Labels - Official Repository

attention-mechanism

Attention mechanism applied on spatiotemporal convolutional network

bilinear-cnn

PyTorch implementation of bilinear CNN for fine-grained image recognition

cap

capsnet-traffic-sign-classifier

A Tensorflow implementation of CapsNet(Capsules Net) apply on german traffic sign dataset

capsule-network-tutorial

Pytorch easy-to-follow Capsule Network tutorial

capsule-networks

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

capsulenetwork_cancerclassification

Image classification on lung and colon cancer histopathological images through Capsule Networks or CapsNets.

covid19_xray

Covid 19 detection using X-Ray Images

deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

deeprule

download

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dynamicmlp

Official Codes and Pretrained Models for Dynamic MLP, CVPR2022, https://arxiv.org/abs/2203.03253

efficient-annotation-cookbook

Official implementation of "Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets" (CVPR2021)

efficient-capsnet

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

external-attention-pytorch

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

fine-grained-or-not

Code release for Your “Flamingo” is My “Bird”: Fine-Grained, or Not (CVPR 2021 Oral)

gdn_physics

Implementation code for the paper "Graph Neural Network-Based Anomaly Detection in Multivariate Time Series"

gitskills

git

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hse

image-cropping-using-attention

improved-pmg

lodash

A modern JavaScript utility library delivering modularity, performance, & extras.

ma-cnn

Multi-Attention-CNN

matrix-capsules-pytorch

A Pytorch implementation of "Matrix Capsules with EM routing"

meng

ms-capsnet

plantvillage-dataset

Dataset of diseased plant leaf images and corresponding labels