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adas_od_enhance

This is the implementation of the paper "Enhancement of Robustness in Object Detection Module for Advanced Driver Assistance Systems" in 2021 International Conference on System Science and Engineering (ICSSE2021)

centroid-neural-networks

Centroid Neural Networks for Clustering

cnn-analysis

cnn-cpp

Convolutional Neural Network C++

color-tracking

This repo includes C++ Source for Color-based Ball Tracking Project

darkeras-yolov4

Run YOLO on Keras using Darknet Weights

data-augmentation

Data Augmentation for Object Detection with Python and OpenCV

deep-reinforcement-learning-practice

Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt

dehazing-priors

Image Dehazing Prior Toolkit

dpte-net

edn-gtm

EDN-GTM Scheme for Single Image Dehazing

haze-synthesis

Hazy/Dusty Image Synthesis

image-panorama-stitching

An implementation of image panorama stitching project using SIFT and RANSAC algorithms.

intelligent-scissors

Intelligent scissors tool using Dijkstra's algorithm.

kalman-filter-motion-estimation

Kalman Filter Implementation for object tracking and motion estimation

leanh-collections

This repo just includes the source code, commands, or subroutines that I have collected during research.

mobilenets-classifier-keras

Object Classification with MobileNet/MobileNetv2 on Custom Datasets.

mobilenets-ssd-pytorch

MobileNets-SSD/SSDLite on VOC/BDD100K Datasets

modified-resunet

Modified Residual U-Net (ResUnet) for Image Segmentation

mosaic-data-augmentation

Mosaic Data Augmentation in YOLOv4

nighttime-image-enhancement

Implementation of nighttime low illumination image enhancement using Dark/Bright channel priors

perceptron-backpropagation

This repo includes C++ and Python Sources of some algorithms for Perceptron and Classification.

pocs-based-clustering

POCS-based Clustering Algorithm

rsvt

Haze Removal via Regional Saturation-Value Translation and Soft Segmentation

sddn

Distillation of Efficient Dehazing Networks via Soft Knowledge

traffic-signs-classification

Traffic Signs Classification using a Convolution Neural Network with Matlab R2017a

tranleanh

vector-quantization

Lossy Image Compression using Vector Quantization and K-Means Clustering.

wiener-filter-image-restoration

An Wiener Filter Implementation for Image Processing Task

wiener-median-comparison

A comparison of Median filter and Wiener filter in image restoration.