FenHua/random-forest

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MATLAB
Created almost 8 years ago
Updated almost 3 years ago

FenHua/random-forest

FenHua

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random forest tools；ensemble learning

Robust_Logo_Detection

object detection; robust detection; ACM MM21 grand challenge; Security AI Challenger Phase VII

Adversarial-Examples

AdvAttacks; adversarial examples; FGSM;JSMA;CW;single pixel attack; local search attack;deepfool

Jupyter Notebook

DetDak

Patch adversarial attack; object detection; CIKM2020 安全AI挑战者计划第四期：通用目标检测的对抗攻击

image-features

features extraction；artificial features；hog；haar；lbp；sift；softnms

transfer_adv

transfer attack; adversarial examples; black-box attack; unrestricted Adversarial Attacks on ImageNet; CVPR2021 天池黑盒竞赛

Itti

saliency; object detection;A Model of saliency Based Visual Attention for Rapid Scene Analysis

action-recognition

action recognition; video classification; LRCN; I3D

EARL

video_attack; Efficient Sparse Attacks on Videos using Reinforcement Learning

Eval_object_detection

Evaluation; object detection; AP; precision; Recall; MAP; ROC

SVA

Black-box video attack

ADPC

DPC；CFS；automatic clustering；density-based clustering

Matcher

match;BRIEF;FAST;ORB;FLANN;SURF;WLD

YOLOv5

YOLOv5; algorithm note;

CFS-

Clustering by fast search and find of density peaks；CFS alogrithm

CenterNet_VOC

centernet; CenterNet: Keypoint Triplets for Object Detection; voc train and test; 中文解释

Jupyter Notebook

Rotated_CenterNet

Birch-matlab-

classification tree; birch algorithm; described by matlab

Birch-algorithm

online clustering; Tree ;clustering

yolo

yolo;yolo_v1;yolo_v2;yolo_v3; tensorflow

Jupyter Notebook

object_detector

plane detection;object detection; hog_svm;中文标注

dictionary-learning

DCT; dictionary learning ;KSVD; denoise

OSTU

ostu；最大类间差方法；二值化；阈值选择

white-box-adversarial-attack

white-box adversarial attack；CVPR2021 AIC-VI；adversarial examples

CNN

CNN; Convolutional Neural Network; handwriting recognition

Create_Negsamples

create_negnative_samples; object detection; a simple tool

SVM

svm; kernel function

RBF

Radius Basis Function

EM

Expectation Maximization Algorithm

KNN

GhostNet

GhostNet；train；test；cifar-10

Hog_Svm

opencv; hogdescriptor; people detector

codecraft2018-2018-

Exponential Smoothing（ES）;Least squares;method of images; Estimation

Kmeans_segment

using Kmeans to divide the picture;clustering;Kmeans++

CBSD

A complex spaceborne optical ship dataset

pls_regress

regression; pls;partial least squares

randomferns

ferns；randomferns；ensemble learning；C++；Python

Back-Propagation

back propagation algorithm；BP

template

模板匹配；相似性计算；object detection