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UniqueData/plantations_segmentation

The images consist of aerial photography of agricultural plantations with crops such as cabbage and zucchini. The dataset addresses agricultural tasks such as plant detection and counting, health assessment, and irrigation planning. The dataset consists of plantations' photographs with object and class segmentation of cabbage.

sourceHugging Facecc-by-nd-4.0updated 1y agoView on Hugging Face
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Plantations Segmentation Object Detection dataset

The dataset consist of aerial photography of agricultural plantations with crops such as cabbage and zucchini. The dataset addresses agricultural tasks such as plant detection and counting, health assessment, and irrigation planning.

๐Ÿ’ด For Commercial Usage: To discuss your requirements, learn about the price and buy the dataset, leave a request on [our website](https://unidata.pro/datasets/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=plantations_segmentation) to buy the dataset

Dataset structure

  • โ€”Plantations_Segmentation - contains of original plantation images (folder img) and file with annotations (.xml)
  • โ€”Object_Segmentation - includes object segmentation masks for the original images
  • โ€”Class_Segmentation - includes class segmentation masks for the original images

Types of segmentation

The dataset includes two types of segmentation:

  • โ€”Class Segmentation - objects corresponding to one class are identified
  • โ€”Object Segmentation - all objects are identified separately

Data Format

Each image from img folder is accompanied by an XML-annotation in the annotations.xml file indicating the coordinates of the polygons. For each point, the x and y coordinates are provided.

Example of XML file structure

.png?generation=1686129907313187&alt=media)

Plantation segmentation might be made in accordance with your requirements.

๐Ÿ’ด Buy the Dataset: This is just an example of the data. Leave a request on [our website](https://unidata.pro/datasets/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=plantations_segmentation) to discuss your requirements, learn about the price and buy the dataset

Leave a request on our website to discuss your requirements, learn about the price and buy the dataset.

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