rickylk

eeg-processing-toolbox

Matlab code for proccesing EEG signals.

cissp-mnemonics

Helpful mnemonics for remembing concepts you may see in the CISSP exam

cissp-mind-map

CISSP mind map, 8 domains, 2020 edition, OSG/AIO eighth edition, 8th

CISSP-Study-Guide

study material used for the 2018 CISSP exam

Independent_Component_Analysis

From scratch Python implementation of the fast ICA algorithm.

Object-Detection-and-Image-Segmentation-with-Detectron2

Object Detection and Image Segmentation with Detectron2

GAN-RNN_Timeseries-imputation

Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.

RGAN

Recurrent (conditional) generative adversarial networks for generating real-valued time series data.

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

pix2pix

Image-to-image translation with conditional adversarial nets

gans-awesome-applications

Curated list of awesome GAN applications and demo

Attention-Based-BiLSTM-relation-extraction

Tensorflow Implementation of "Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification" (ACL 2016)

py-img-seg-eval

Evaluation metrics for image segmentation inspired by paper Fully Convolutional Networks for Semantic Segmentation

eeglib

A library with tools for EEG analysis

ElectrophysiologyData

A list of openly available datasets in (mostly human) electrophysiology.

carla

Open-source simulator for autonomous driving research.

curriculum

8-week curriculum for AI Builders

B5

ModelB5 for Self Driving

comma2k19

A driving dataset for the development and validation of fused pose estimators and mapping algorithms

DoppelGANger

[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions

Precipitation-Nowcasting

pytorch implemention of trajGRU.

ConvLSTM_pytorch

Implementation of Convolutional LSTM in PyTorch.

precipitation-prediction-convLSTM-keras

CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'

object-tracking

Multiple Object Tracking System in Keras + (Detection Network - YOLO)

DMMN

Deep Motion Modeling Network

DMAN_MOT

Code for Online Multi-Object Tracking with Dual Matching Attention Network, ECCV 2018

SST

Single Shot Tracker

ConvLSTM-Surgical-Tool-Tracker

This repo contains an implementation code for the weakly supervised surgical tool tracker. In this research, the temporal dependency in surgical video data is modeled using a convolutional LSTM which is trained only on image level labels to detect, localize and track surgical instruments.

ReDet

Official code of the paper "ReDet: A Rotation-Equivariant Detector for Aerial Object Detection" (CVPR 2021)

AerialDetection