A lightweight vision library for performing large scale object detection & instance segmentation - zouwen198317/Yolov7-SAHI
from sahi.utils.coco import Coco, CocoCategory, CocoImage, CocoAnnotation init Coco object: coco = Coco() add categories starting from id 0: coco.add_category(CocoCategory(id=0, name='human')) coco.add_category(CocoCategory(id=1, name='vehicle')) create a coco image: coco_image ...
官方例子 Ultralytics Docs: Using YOLOv8 with SAHI for Sliced Inference https://docs.ultralytics.com/guides/sahi-tiled-inference/ WIoU https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10458807/ 个人总结方法 高分辨率图像采集(图像源头)(小目标变大系列) 高分辨率图像模型输入(模型源头)(小目标变大系列...
A part of the code is borrowed fromSAHI. Many thanks for their wonderful works. Citation @article{wang2022yolov7,title={{YOLOv7}: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors},author={Wang, Chien-Yao and Bochkovskiy, Alexey and Liao, Hong-Yuan ...
However, detection of small objects and inference on large images are still major issues in practical usage. Here comes the SAHI to help developers overcome these real-world problems with many vision utilities.CommandDescription predict perform sliced/standard video/image prediction using any yolov5/...
A part of the code is borrowed from SAHI. Many thanks for their wonderful works. Citation @article{wang2022yolov7, title={{YOLOv7}: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors}, author={Wang, Chien-Yao and Bochkovskiy, Alexey and Liao, Hong-...
However, detection of small objects and inference on large images are still major issues in practical usage. Here comes the SAHI to help developers overcome these real-world problems with many vision utilities.CommandDescription predict perform sliced/standard video/image prediction using any yolov5/...