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a-system-for-effecient-remote-sensing-image-scene-classification-

a2s2k-resnet

A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification

aiicbff-csa-

attentionn

All about attention in neural networks. Soft attention, attention maps, local and global attention and multi-head attention.

bike-rental-forecasting-project

cbam-keras

CBAM implementation on Keras

channel-attention

Gluon implementation of channel-attention modules: SE, ECA, GCT

classification_models

Classification models trained on ImageNet. Keras.

clrs

corona_ct_classification

csrnet-pytorch

CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes

d2l-en

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks. Adopted at 175 universities.

deeptreeattention

Implementation of Hang et al. 2020 "Hyperspectral Image Classification with Attention Aided CNNs" for tree species prediction

dilation

Dilated Convolution for Semantic Image Segmentation

drn

Dilated Residual Networks

ecanet

Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

face-recognition-cnn

fcanet

h

hands-on-transfer-learning-with-python

Deep learning simplified by transferring prior learning using the Python deep learning ecosystem

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.

hybridsn

A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".

iitr-deep-learning-spl-tf2

Deep Learning Specialization course by IIT Roorkee (Using python, numpy, pandas, sklearn,TensorFlow 2)

image-classification

here are some classic networks for image classification implement by pytorch

image-classifiers

Pytorch Implementation of Image Classifiers (MobileNet, ResNet, Xception)

jstars_2020_dpn-hra

Deep Prototypical Networks With Hybrid Residual Attention for Hyperspectral Image Classification, JSTARS, 2020

keras-squeeze-excite-network

Implementation of Squeeze and Excitation Networks in Keras

keras-vision-transformer-huggingface

keras_sklearn

Combination of Keras CNN with Scikit-learn classifiers.

localvit