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Plant Growth Segmentation Dataset

200811726
Tagbiology
Tasksemantic segmentation
Release YearMade in 2022
Licenseunknown

Summary #

Dataset LinkHomepage

Plant Growth Segmentation is a dataset for a semantic segmentation task. It is used in the biological research.

The dataset consists of 2008 images with 2008 labeled objects belonging to 1 single class (plant).

Images in the Plant Growth Segmentation dataset have pixel-level semantic segmentation annotations. All images are labeled (i.e. with annotations). There is 1 split in the dataset: train (2008 images). Also Dataset includes repository (rep_01, rep_02 … rep_07) and plant_id (L-52, h38, … etc.) tags. The dataset was released in 2022.

Dataset Poster

Explore #

Plant Growth Segmentation dataset has 2008 images. Click on one of the examples below or open "Explore" tool anytime you need to view dataset images with annotations. This tool has extended visualization capabilities like zoom, translation, objects table, custom filters and more. Hover the mouse over the images to hide or show annotations.

OpenSample annotation mask from Plant Growth SegmentationSample image from Plant Growth Segmentation
OpenSample annotation mask from Plant Growth SegmentationSample image from Plant Growth Segmentation
OpenSample annotation mask from Plant Growth SegmentationSample image from Plant Growth Segmentation
OpenSample annotation mask from Plant Growth SegmentationSample image from Plant Growth Segmentation
OpenSample annotation mask from Plant Growth SegmentationSample image from Plant Growth Segmentation
OpenSample annotation mask from Plant Growth SegmentationSample image from Plant Growth Segmentation
OpenSample annotation mask from Plant Growth SegmentationSample image from Plant Growth Segmentation
OpenSample annotation mask from Plant Growth SegmentationSample image from Plant Growth Segmentation
OpenSample annotation mask from Plant Growth SegmentationSample image from Plant Growth Segmentation
OpenSample annotation mask from Plant Growth SegmentationSample image from Plant Growth Segmentation
OpenSample annotation mask from Plant Growth SegmentationSample image from Plant Growth Segmentation
OpenSample annotation mask from Plant Growth SegmentationSample image from Plant Growth Segmentation
πŸ‘€
Have a look at 2008 images
Because of dataset's license preview is limited to 12 images
View images along with annotations and tags, search and filter by various parameters

Class balance #

There are 1 annotation classes in the dataset. Find the general statistics and balances for every class in the table below. Click any row to preview images that have labels of the selected class. Sort by column to find the most rare or prevalent classes.

Search
Rows 1-1 of 1
Class
γ…€
Images
γ…€
Objects
γ…€
Count on image
average
Area on image
average
plantβž”
mask
2008
2008
1
13.23%

Images #

Explore every single image in the dataset with respect to the number of annotations of each class it has. Click a row to preview selected image. Sort by any column to find anomalies and edge cases. Use horizontal scroll if the table has many columns for a large number of classes in the dataset.

Object distribution #

Interactive heatmap chart for every class with object distribution shows how many images are in the dataset with a certain number of objects of a specific class. Users can click cell and see the list of all corresponding images.

Class sizes #

The table below gives various size properties of objects for every class. Click a row to see the image with annotations of the selected class. Sort columns to find classes with the smallest or largest objects or understand the size differences between classes.

Search
Rows 1-1 of 1
Class
Object count
Avg area
Max area
Min area
Min height
Min height
Max height
Max height
Avg height
Avg height
Min width
Min width
Max width
Max width
plant
mask
2008
13.23%
46.99%
0.09%
27px
5.14%
518px
98.29%
254px
48.11%
20px
3.86%
508px
95.67%

Spatial Heatmap #

The heatmaps below give the spatial distributions of all objects for every class. These visualizations provide insights into the most probable and rare object locations on the image. It helps analyze objects' placements in a dataset.

Spatial Heatmap

Objects #

Table contains all 2008 objects. Click a row to preview an image with annotations, and use search or pagination to navigate. Sort columns to find outliers in the dataset.

Search
Rows 1-10 of 2008
Object ID
γ…€
Class
γ…€
Image name
click row to open
Image size
height x width
Height
γ…€
Height
γ…€
Width
γ…€
Width
γ…€
Area
γ…€
1βž”
plant
mask
1000057_2022_05_12_15_00_09-6-2-TA02-RGB1_pot_A5_Go-0-01.png
534 x 531
73px
13.67%
68px
12.81%
0.81%
2βž”
plant
mask
1000073_2022_05_20_12_00_17-6-17-TA03-RGB1_pot_A1_Br-0-01.png
525 x 518
79px
15.05%
83px
16.02%
1.06%
3βž”
plant
mask
1000080_2022_05_12_12_00_17-6-1-TA03-RGB1_pot_B3_Ors-2-01.png
529 x 522
44px
8.32%
67px
12.84%
0.55%
4βž”
plant
mask
1000057_2022_05_18_15_00_09-6-14-TA02-RGB1_pot_A5_Go-0-01.png
534 x 531
121px
22.66%
134px
25.24%
3.06%
5βž”
plant
mask
1000086_2022_05_18_15_00_17-6-14-TA03-RGB1_pot_C4_Hovdala-2-01.png
526 x 539
142px
27%
194px
35.99%
3.99%
6βž”
plant
mask
1000057_2022_05_16_12_00_09-6-9-TA02-RGB1_pot_A5_Go-0-01.png
534 x 531
108px
20.22%
123px
23.16%
2.48%
7βž”
plant
mask
1000102_2022_05_26_15_00_24-6-30-TA04-RGB1_pot_B5_Can-0-02.png
525 x 531
250px
47.62%
261px
49.15%
12.99%
8βž”
plant
mask
1000090_2022_05_27_12_00_17-6-31-TA03-RGB1_pot_D3_Hsm-01.png
535 x 528
188px
35.14%
162px
30.68%
5.67%
9βž”
plant
mask
1000073_2022_05_17_12_00_17-6-11-TA03-RGB1_pot_A1_Br-0-01.png
525 x 518
66px
12.57%
67px
12.93%
0.78%
10βž”
plant
mask
1000076_2022_06_04_12_00_17-6-47-TA03-RGB1_pot_A4_PHW-2-01.png
530 x 537
451px
85.09%
435px
81.01%
41.79%

License #

License is unknown for the Plant Growth Segmentation dataset.

Source

Citation #

If you make use of the Plant Growth Segmentation data, please cite the following reference:

@dataset{Plant Growth Segmentation,
  author={Chris Purcell},
  title={Plant Growth Segmentation},
  year={2022},
  url={https://www.kaggle.com/datasets/shengyou222/plantgrowthsegmentationdataset}
}

Source

If you are happy with Dataset Ninja and use provided visualizations and tools in your work, please cite us:

@misc{ visualization-tools-for-plant-growth-segmentation-dataset,
  title = { Visualization Tools for Plant Growth Segmentation Dataset },
  type = { Computer Vision Tools },
  author = { Dataset Ninja },
  howpublished = { \url{ https://datasetninja.com/plant-growth-segmentation } },
  url = { https://datasetninja.com/plant-growth-segmentation },
  journal = { Dataset Ninja },
  publisher = { Dataset Ninja },
  year = { 2024 },
  month = { feb },
  note = { visited on 2024-02-24 },
}

Download #

Please visit dataset homepage to download the data.

. . .

Disclaimer #

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