The MTDC dataset extends our previous MTC dataset with bounding box annotations that enable the evaluation of object detection frameworks. Highlights 361 field images collected from 4 experimental fields across China: Zhengzhou, Henan Province, China, Taian, Shandong Province, China, Gucheng, Hebei Province, China, and Jalaid, Sinkiang ...

You can download the Remote Sensing Airplane Detection (RSAD) and Maize Tassels Detection and Counting (MTDC) datasets from：

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Developing robust image processing algorithms, using deep learning in other domains like unmanned aerial vehicles, and utilizing large and diverse datasets are all challenges outlined in our...

2023年11月1日 · The maize tassel counting (MTC) dataset with bounding box annotation (MTDC) (Zou et al., 2020) features a broader range of genotypes and scenes, with a collection of 361 high-resolution images (186 for training and validation, 175 for test) captured across China from 2010 to 2015 by a CCD digital camera (E450 Olympus). This dataset spans ...

2023年12月20日 · To this end, we propose Mutual-Taught Deep Clustering (MTDC), which unifies unsupervised representation learning and unsupervised classification into a framework while realizing mutual promotion using a novel mutual-taught mechanism. Specifically, MTDC alternates between predicting pseudolabels in label space and estimating semantic similarity ...

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