YOLOX

GPTKB entity

Statements (32)
Predicate Object
gptkbp:instanceOf object detection algorithm
gptkbp:application real-time object detection
gptkbp:basedOn gptkb:YOLO_(You_Only_Look_Once)
gptkbp:bench gptkb:COCO_dataset
gptkbp:citation YOLOX: Exceeding YOLO Series in 2021
gptkbp:developer gptkb:Megvii
gptkbp:feature end-to-end training
anchor-free design
advanced augmentation
decoupled head
strong baseline performance
https://www.w3.org/2000/01/rdf-schema#label YOLOX
gptkbp:license gptkb:Apache_License_2.0
gptkbp:openSource true
gptkbp:pdf https://arxiv.org/abs/2107.08430
gptkbp:releaseDate 2021
gptkbp:repository https://github.com/Megvii-BaseDetection/YOLOX
gptkbp:supports gptkb:PyTorch
gptkbp:uses EMA (Exponential Moving Average)
MixUp augmentation
Mosaic augmentation
SimOTA label assignment
gptkbp:variant YOLOX-L
YOLOX-M
YOLOX-Nano
YOLOX-S
YOLOX-Tiny
YOLOX-X
gptkbp:writtenBy gptkb:Python
gptkb:C++
gptkbp:bfsParent gptkb:PaddleDetection
gptkbp:bfsLayer 6