annotations - 大型数据集的快速图像标注

Question

我有一个与植物病害相关的数据集。该数据集有 70k 图像和 38 个类数据集，我想用边界框注释图像。我尝试使用标注LabelImg和其他标注工具，但它们都非常耗时。有没有其他快速、简单和自动的图像注释技术，或者我可以通过编程来完成吗？

请帮我解决这个问题。

标签： annotationsobject-detectionobject-recognition

Answer 1

I used hasty.ai on a recent project. Their tool has an AI which observes you while you label. After learning on a few images only it suggests annotations which you can accept or correct (and by that retrain the model). Once the AI makes good annotations, you can batch process all your remaining images. It allowed me to annotate a huge dataset within a few days only.

You can use it for free in the beginning! I switched to pro, then, as it was worth the money and the price is reasonable.