Yonghye Kwon (@developer0hye)

Top repositories

1

Yolo_Label

GUI for marking bounded boxes of objects in images for training neural network YOLO
C++
336
star
2

PyTorch-Deformable-Convolution-v2

Don't feel pain to use Deformable Convolution
Jupyter Notebook
325
star
3

PyTorch-Darknet53

PyTorch implementation of Darknet53
Python
106
star
4

SKNet-PyTorch

Nearly Perfect & Easily Understandable PyTorch Implementation of SKNet
Python
76
star
5

RTSP-Client-FFMPEG-OpenCV-ON-QT

RTSP Client Program using FFmpeg and OpenCV on Qt
C++
55
star
6

Custom-CNN-based-Image-Classification-in-PyTorch

Python
42
star
7

EDAR

PyTorch implementation of Deep Convolution Networks based on EDSR for Compression(Jpeg) Artifacts Reduction
Python
35
star
8

onepose

Human pose estimation within one line
Python
31
star
9

Modern-Cpp-NMS

A Modern C++ Implementation of NMS
C++
24
star
10

YOLOX-Backbone

yolox_backbone is a deep-learning library and a collection of YOLOX Backbone models.
Python
24
star
11

Num-Workers-Search

num_workers Search Algorithm for Fast PyTorch DataLoader
Python
21
star
12

Setup-for-Imagenet

Imagenet(for image classification, 2012) ๋ฐ์ดํ„ฐ ์…‹ ๋‹ค์šด๋กœ๋“œ ๋ฐ ์ •๋ฆฌ ๋ฐฉ๋ฒ• ์ •๋ฆฌ
Batchfile
18
star
13

onnxruntime-cuda-cpp-example

Examples for inference models with ONNXRuntime and CUDA
Dockerfile
18
star
14

pytorch-backbone-benchmark

Benchmarks for popular neural network models supported by timm
Python
17
star
15

FFmpeg-Debug-VSCode-Windows

The guide to debug FFmpeg on Windows with VSCode
15
star
16

YOLOv3Tiny

PyTorch Implementation of YOLOv3Tiny
Python
13
star
17

TX2-JetPack-Installation-Guide-Kr

ํ•œ๊ธ€๋กœ ์ž‘์„ฑ๋œ TX2 JetPack ์„ค์น˜ ๊ฐ€์ด๋“œ์ž…๋‹ˆ๋‹ค.
13
star
18

Learning-Rate-WarmUp

11
star
19

Explainable-YOLOv8

Visualize the low-level outputs of YOLOv8 to analyze and understand the areas where our model focuses. Specifically, illustrate which anchor points are activated to predict bounding boxes.
Python
11
star
20

qsort

Much faster than SORT(Simple Online and Realtime Tracking), a little worse than SORT
Python
10
star
21

image-knocker

Knock your images before you get stressed.
Python
10
star
22

Elastic-Distortion

Implementation of elastic distortion algorithm in C++ (Using OpenCV)
C++
8
star
23

BatchedFFmpeg

Process multiple videos with one line of ffmpeg command.
Python
8
star
24

plotbbox

A package to plot pretty bounding boxes for object detection task
Python
7
star
25

PicoDet-Backbone

PyTorch Implementation of Backbone of PicoDet
Python
7
star
26

Torch-Warmup

The easiest way to use learning rate warmup method on PyTorch
Jupyter Notebook
7
star
27

Practical-FFmpeg-Examples

Practical FFmpeg examples for beginners
C++
6
star
28

CSPDarknet53

Pytorch Implementation of CSPDarknet53
Python
5
star
29

developer0hye.github.io

JavaScript
4
star
30

Github-Actions-Tutorial

4
star
31

commitcleaner

Clean your all commit history in one line
Python
3
star
32

yolov8-tensorrt-inference-docker-image

Simply run your YOLOv8 faster by using TensorRT on a docker container
Python
3
star
33

PyTorch-ImageNet

PyTorch based Imagenet Training Code
Python
3
star
34

rotten-korean-romanizer

Python library for romanizing Korean text. Converts '์•ˆ๋…•ํ•˜์„ธ์š”' to 'annyeonghaseyo' and more.
Python
3
star
35

Windows10-Nvidia-Docker-WSL

Nvidia Docker on WSL(Windows10) Guide
3
star
36

Torch-BatchNorm-From-Scratch

2
star
37

My-FFMPEG-Scripts

Python
2
star
38

googletest-hello-world

CMake
2
star
39

2019_Kwangwoon_Univ_CE_DS_Project_1

2019๋…„๋„ ๊ด‘์šด๋Œ€ํ•™๊ต ์ปดํ“จํ„ฐ์ •๋ณด๊ณตํ•™๋ถ€ ๋ฐ์ดํ„ฐ ๊ตฌ์กฐ ์„ค๊ณ„ ๋ฐ ์‹ค์Šต 1์ฐจ ํ”„๋กœ์ ํŠธ ์Šค์ผˆ๋ ˆํ†ค ์ฝ”๋“œ
C++
2
star
40

PyTorch-DLA

Pytorch Implementation of Deep Layer Aggregation Networks
Python
2
star
41

ViT

Python
2
star
42

Papers-Yonghye-reads

์ฝ์€ ๋…ผ๋ฌธ๋“ค ์ •๋ฆฌ
2
star
43

Algo-0hye

๋ฐฑ์ค€ ์˜จ๋ผ์ธ ์ €์ง€ ๋ฟŒ์…”๋ฟŒ์…”
C++
2
star
44

TinyFCOS

TinyFCOS
1
star
45

PyTorch-Lightning-CenterNet

Python
1
star
46

ROPNet

CNN Based Rectangular Objects Pose Estimation
1
star
47

PyTorch-YOLOF-DilatedEncoder

PyTorch implementation of DilatedEncoder proposed in YOLOF
Python
1
star
48

ColabxPytorch-Image-Classfier

ColabXPytorch-Image-Classfier
Jupyter Notebook
1
star
49

Imagination

An Open Source Deep Learning Framework for Image Processing
1
star
50

YOLO-Helper

Python
1
star
51

Image-Processing-Template

1
star
52

VideoLightFormer

PyTorch Implementation of VideoLightFormer
Python
1
star
53

AVLTree-CPP

C++ implementation of AVLTree
C++
1
star
54

YOLO-Label-Crop

Python
1
star
55

CV

test
1
star
56

Genetic-Piecewise-Linear-Approximation

Coursework Project: GPLA(Genetic Piecewise Linear Approximation)
C++
1
star
57

actions-cpp-hello-world

CMake
1
star
58

yolov8-vs-yolo11

The average precision per class for the YOLOv8 and YOLO11 pre-trained on the COCO dataset
Python
1
star
59

pre-commit-tutorial

Python
1
star
60

ML_Lab

ML_Lab
C++
1
star
61

English-Study

๋ฐฉํ•™๋™์•ˆ์˜ ์˜์–ด ๊ณต๋ถ€ ๊ธฐ๋ก, 2019-06-20 ~ 2019-08-30
1
star
62

Precision-and-Recall-Kr

Precision ๊ณผ Recall ์— ๋Œ€ํ•œ ์ดํ•ด๋ฅผ ๋•๊ณ ์ž ์ž‘์„ฑํ•œ ์ž๋ฃŒ์ž…๋‹ˆ๋‹ค.
1
star
63

2018-Turtlebot3-Autorace-ROBIT

Kwangwoon University ROBIT software for the 2018 Turtlebot3 Autorace
C++
1
star
64

Color-Space-3D-Visualization

Visualize the Color Space in 3D using Plotly on Google Colab.
1
star
65

hello-pre-commit-and-black-world

Python
1
star
66

LinkedList

๊ด‘์šด๋Œ€ํ•™๊ต/2018๋…„๋„ 1ํ•™๊ธฐ/๊ฐ์ฒด์ง€ํ–ฅํ”„๋กœ๊ทธ๋ž˜๋ฐ ์„ค๊ณ„ ๋ฐ ์‹ค์Šต/ 3์ฐจ ๊ณผ์ œ/1. Singly Linked List implementation with templates
C++
1
star
67

Basic-Data-Structures-Implmentation

๊ธฐ๋ณธ์ ์ธ ์ž๋ฃŒ ๊ตฌ์กฐ์— ๋Œ€ํ•œ c++ ๊ตฌํ˜„ ์ฝ”๋“œ์ž…๋‹ˆ๋‹ค.
C++
1
star
68

CMT

Python
1
star