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
|