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algorithm

boostcamp-ai-tech-product-serving

[Machine Learning Engineer Basic Guide] 부스트캠프 AI Tech - Product Serving 자료

bot-sort

BoT-SORT: Robust Associations Multi-Pedestrian Tracking

from-scratch

Implementation exercise

level1_imageclassification_cv-level1-cv-06

level1_imageclassification_cv-level1-cv-06 created by GitHub Classroom

level2_dataannotation_cv-level2-cv-04

level2_dataannotation_cv-level2-cv-04 created by GitHub Classroom

level2_objectdetection_cv-level2-cv-04

level2_objectdetection_cv-level2-cv-04 created by GitHub Classroom

level2_semanticsegmentation_cv-level2-cv-04

level2_semanticsegmentation_cv-level2-cv-04 created by GitHub Classroom

memo

mmpretrain

OpenMMLab Pre-training Toolbox and Benchmark

mmtracking

OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.

motrv2

MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors

pedestron

[Pedestron] Generalizable Pedestrian Detection: The Elephant In The Room. @ CVPR2021

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

pytorch-template

PyTorch deep learning projects made easy.

simplegan_fasionmnist

simple implementation of Fashion MNIST GAN

smiletrack

yolov8_tracking

Mult-object tracking and segmentation using YOLOv5 with StrongSORT and OSNet