GitHub - Yu-zhengbo/TO-YOLOX: The project file is mainly used for object detection in remote sensing images

TO–YOLOX: a pure CNN tiny object detection model for remote sensing images

Chen Z, Liang Y, Yu Z, Xu K, Ji Q, Zhang X, Zhang Q, Cui Z, He Z, Chang R, Sun Z. TO–YOLOX: a pure CNN tiny object detection model for remote sensing images. International Journal of Digital Earth. 2023 Dec 31;16(1):3882-904.

The performance in Tiny person without crop

YOLOX

RST-YOLOX

Reference:

Name		Name	Last commit message	Last commit date
Latest commit History 15 Commits
VOCdevkit/VOC2007/ImageSets/Main		VOCdevkit/VOC2007/ImageSets/Main
__pycache__		__pycache__
img		img
logs		logs
model_data		model_data
nets		nets
utils		utils
2007_train.txt		2007_train.txt
2007_val.txt		2007_val.txt
Figure_1.png		Figure_1.png
Figure_2.png		Figure_2.png
Figure_3.png		Figure_3.png
LICENSE		LICENSE
README.md		README.md
get_map.py		get_map.py
kmeans_for_anchors.py		kmeans_for_anchors.py
kmeans_for_anchors_expand.png		kmeans_for_anchors_expand.png
predict.py		predict.py
requirements.txt		requirements.txt
summary.py		summary.py
test.py		test.py
train.py		train.py
voc_annotation.py		voc_annotation.py
yolo.py		yolo.py
yolo_anchors.txt		yolo_anchors.txt
常见问题汇总.md		常见问题汇总.md