developer0hye

Yolo_Label

GUI for marking bounded boxes of objects in images for training neural network YOLO

PyTorch-Deformable-Convolution-v2

Don't feel pain to use Deformable Convolution

onepose

Human pose estimation within one line

onnxruntime-cuda-cpp-example

Examples for inference models with ONNXRuntime and CUDA

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.

developer0hye.github.io

commitcleaner

Clean your all commit history in one line

rotten-korean-romanizer

Python library for romanizing Korean text. Converts '안녕하세요' to 'annyeonghaseyo' and more.

yolov8-tensorrt-inference-docker-image

Simply run your YOLOv8 faster by using TensorRT on a docker container

cleanvision

Automatically find issues in image datasets and practice data-centric computer vision.

Color-Space-3D-Visualization

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

darknetALPR

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)

onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

ultralytics

YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite

vision

Datasets, Transforms and Models specific to Computer Vision

Caption-Anything

Caption-Anything is a versatile tool combining image segmentation, visual captioning, and ChatGPT, generating tailored captions with diverse controls for user preferences.

CLIP

Contrastive Language-Image Pretraining

coco-pretrained-yolov8-ap-per-class

The Average Precision per class for the YOLOv8 model pre-trained on the COCO dataset

Cream

This is a collection of our NAS and Vision Transformer work.

DAB-DETR

[ICLR 2022] DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR

Depth-Anything-V2

Depth Anything V2. A More Capable Foundation Model for Monocular Depth Estimation

DINO

[ICLR 2023] Official implementation of the paper "DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection"

ema-pytorch

A simple way to keep track of an Exponential Moving Average (EMA) version of your pytorch model

FasterViT

Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

open_clip

An open source implementation of CLIP.

pytorch-1

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

RT-DETR

[CVPR 2024] Official RT-DETR (RTDETR paddle pytorch), Real-Time DEtection TRansformer, DETRs Beat YOLOs on Real-time Object Detection. 🔥 🔥 🔥

sahi

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

ViTPose

The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [Arxiv'22] "ViTPose+: Vision Transformer Foundation Model for Generic Body Pose Estimation"