Archives

2024  7

August  7

DDIM

August 17, 2024 · 3 min · Simplestory

DDPM

August 17, 2024 · 9 min · Simplestory

LDM

August 17, 2024 · 8 min · Simplestory

GAN

August 11, 2024 · 6 min · Simplestory

VAE

August 11, 2024 · 5 min · Simplestory

VQ-GAN

August 11, 2024 · 7 min · Simplestory

VQ-VAE

August 11, 2024 · 4 min · Simplestory

2023  5

June  3

LSS

June 24, 2023 · 4 min · Simplestory

MonoRCNN

June 23, 2023 · 3 min · Simplestory

YOLOStereo3D

June 23, 2023 · 4 min · Simplestory

March  1

VoxelNet and SECOND

March 5, 2023 · 4 min · Simplestory

January  1

Stereo RCNN

January 27, 2023 · 5 min · Simplestory

2022  1

October  1

OTA

October 6, 2022 · 5 min · Simplestory

2021  7

August  5

The PointNet Series

August 7, 2021 · 10 min · Simplestory

Multi-View 3D Object Detection Network

August 6, 2021 · 4 min · Simplestory

SORT and DeepSORT

August 5, 2021 · 5 min · Simplestory

Dynamic Head

August 4, 2021 · 3 min · Simplestory

Dynamic Convolution and Dynamic ReLU

August 3, 2021 · 5 min · Simplestory

May  1

CRF and Its Application in Segmentation

May 16, 2021 · 8 min · Simplestory

April  1

Basic Networks for Image Segmentation

April 30, 2021 · 4 min · Simplestory

2020  10

November  1

Object Detection

November 20, 2020 · 18 min · Simplestory

October  3

Anchor free–Centernet

October 25, 2020 · 8 min · Simplestory

Some Common Loss Functions

October 18, 2020 · 3 min · Simplestory

The Efficient Model Family

October 3, 2020 · 7 min · Simplestory

September  1

Several Kinds of IOU Loss

September 26, 2020 · 4 min · Simplestory

April  1

MobileNetV2

April 26, 2020 · 4 min · Simplestory

February  1

Mask RCNN

February 10, 2020 · 4 min · Simplestory

January  3

YOLO_v3

January 17, 2020 · 3 min · Simplestory

YOLO_v2 and YOLO9000

January 10, 2020 · 10 min · Simplestory

YOLO_v1

January 1, 2020 · 6 min · Simplestory

2019  10

October  1

SSD

October 3, 2019 · 10 min · Simplestory

September  4

Faster RCNN

September 22, 2019 · 7 min · Simplestory

Fast RCNN

September 21, 2019 · 6 min · Simplestory

RCNN

September 19, 2019 · 4 min · Simplestory

ResNet

September 10, 2019 · 9 min · Simplestory

August  1

Telling Apart Several Normalization Algorithms

August 11, 2019 · 4 min · Simplestory

July  2

VGG

July 30, 2019 · 5 min · Simplestory

AlexNet

July 22, 2019 · 7 min · Simplestory

March  2

LightGBM Model

March 24, 2019 · 3 min · Simplestory

Xgboost Model

March 17, 2019 · 7 min · Simplestory

2018  11

November  1

Deep Learning Optimization

November 3, 2018 · 6 min · Simplestory

October  1

How the FFM Model Works

October 28, 2018 · 4 min · Simplestory

August  5

Decision Tree

August 29, 2018 · 4 min · Simplestory

A Scikit-learn Cheat Sheet Collection

August 26, 2018 · 1 min · Simplestory

Bayesian Classification

August 19, 2018 · 2 min · Simplestory

SVM Support Vector Machine

August 16, 2018 · 5 min · Simplestory

Linear Regression and Logistic Regression

August 13, 2018 · 2 min · Simplestory

March  1

Using g++ and gdb

March 2, 2018 · 5 min · Simplestory

February  2

Configuring Django on Ubuntu

February 19, 2018 · 2 min · Simplestory

Configuring Tensorflow on Linux

February 4, 2018 · 6 min · Simplestory

January  1

Linux Penetration Testing Commands

January 20, 2018 · 9 min · Simplestory

2017  8

December  1

MySQL Data File Paths on Linux

December 1, 2017 · 1 min · Simplestory

November  2

Some Linux Commands

November 7, 2017 · 7 min · Simplestory

Detecting Traffic Violations with Opencv

November 5, 2017 · 6 min · Simplestory

October  2

Installing OpenCV on Linux

October 20, 2017 · 4 min · Simplestory

Compiling C/C++ under Vscode

October 1, 2017 · 2 min · Simplestory

August  2

Python Classes

August 20, 2017 · 9 min · Simplestory

Python, Object Oriented

August 10, 2017 · 5 min · Simplestory

July  1

A Basic Git Tutorial

July 4, 2017 · 13 min · Simplestory