tranleanh/Perceptron-Backpropagation

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tranleanh/Perceptron-Backpropagation

tranleanh

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

mobilenets-ssd-pytorch

MobileNets-SSD/SSDLite on VOC/BDD100K Datasets

Jupyter Notebook

yolo-django-streaming

Object Detection Streaming using Django

haze-synthesis

Hazy/Dusty Image Synthesis

modified-resunet

Modified Residual U-Net (ResUnet) for Image Segmentation

image-panorama-stitching

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

Jupyter Notebook

edn-gtm

EDN-GTM Scheme for Single Image Dehazing

centroid-neural-networks

Centroid Neural Networks for Clustering

wiener-filter-image-restoration

An Wiener Filter Implementation for Image Processing Task

Jupyter Notebook

darkeras-yolov4

Run YOLO on Keras using Darknet Weights

Jupyter Notebook

data-augmentation

Data Augmentation for Object Detection with Python and OpenCV

wiener-median-comparison

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

mosaic-data-augmentation

Mosaic Data Augmentation in YOLOv4

Jupyter Notebook

nighttime-image-enhancement

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

Kalman-Filter-motion-estimation

Kalman Filter Implementation for object tracking and motion estimation

yolov4-mhsa

YOLOv4 + Multi Head Self Attention

Color-Tracking

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

Intelligent-Scissors

Intelligent scissors tool using Dijkstra's algorithm.

vector-quantization

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

Jupyter Notebook

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)

Worm-Counting

Worm counting in biomedical application.

cnn-analysis

Jupyter Notebook

mobilenets-classifier-keras

Object Classification with MobileNet/MobileNetv2 on Custom Datasets.

leanh-collections

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

Jupyter Notebook

CNN-cpp

Convolutional Neural Network C++

Traffic-Signs-Classification

Traffic Signs Classification using a Convolution Neural Network with Matlab R2017a

tranleanh

yolo-keras2darknet

Darknet->Keras->Darknet

rsvt

Haze Removal via Regional Saturation-Value Translation and Soft Segmentation

pocs-based-clustering

POCS-based Clustering Algorithm

Jupyter Notebook