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build-your-own-x

Master programming by recreating your favorite technologies from scratch.

cnn_enhanced_gcn

Q. Liu, L. Xiao, J. Yang and Z. Wei, "CNN-Enhanced Graph Convolutional Network With Pixel- and Superpixel-Level Feature Fusion for Hyperspectral Image Classification," in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2020.3037361.

color-names

An improved version of the color name model described here: http://lewisandquark.tumblr.com/post/160776374467/new-paint-colors-invented-by-neural-network.

cs6208_2023

Advanced Topics in Artificial Intelligence, NUS CS6208, 2023

datasets

Datasets for deep learning with satellite & aerial imagery

dubai-satellite-imagery-multiclass-segmentation

Simulation and performance analysis of 3 benchmark models (Standard U-Net, U-Net with Resnet backbone & U-Net with DeepLabV3+ backbone) for Multiclass Semantic Segmentation of Satellite Images.

foobar41

gcn

Implementation of Graph Convolutional Networks in TensorFlow

gcn_code

A repo for holding example code

gcn_graphsage

Graph Neural Network Tutorial

google-research

Google Research

grainhub

grainhub-final

grainhub-v2

graph-rcnn.pytorch

gre_prep

This is a guide for how one can prepare for GRE within a month's duration.

hat

CVPR2023 - Activating More Pixels in Image Super-Resolution Transformer

mdgcn

Multiscale Dynamic Graph Convolutional Network for hyperspectral image classification

nitro

NITRO (NITFio, "R" is a ligature for "Fi") is a full-fledged, extensible library solution for reading and writing the National Imagery Transmission Format (NITF), a U.S. DoD standard format. It is written in cross-platform C, with bindings available for other languages.

nnfs_book

Sample code from the Neural Networks from Scratch book.

nonlinear-hyperspectral-unmixing-autoencoder

An autoencoder that performs nonlinear pixel unmixing on hyperspectral images (based on the Fan, Bilinear, PPNM models, and also higher order nonlinear terms)

nonlinear-spectral-unmixing-with-auto-encoder

Implementation of paper "Nonlinear Unmixing of Hyperspectral Data via Deep Autoencoder Networks" (GRSL 2019)

pytorch_geometric

Graph Neural Network Library for PyTorch, codes of different architectures in examples

reltr

RelTR: Relation Transformer for Scene Graph Generation: https://arxiv.org/abs/2201.11460v2

semantic-segment-anything

Automated dense category annotation engine that serves as the initial semantic labeling for the Segment Anything dataset (SA-1B).

sgc

official implementation for the paper "Simplifying Graph Convolutional Networks"

sklearn-programs

stylegan-encoder

StyleGAN Encoder - converts real images to latent space

tic-tac-toe_alpha_beta_prune

A single player Tic Tac Toe game built using React.