Dataset Analytics

Generated on June 12, 2024 at 12:41 am.

Number of Images

3,750

Number of Annotations

25,753

Average Image Size

2.15 mp

Median Image Ratio

1920x1458
wide

Class Balance

Overview of the number of annotations for each class in your dataset.

Classes

all
train
valid
test
9,844
7,755
4,055
1,913
Under Represented
1,312
Under Represented
580
Under Represented
185
Under Represented
109
Under Represented
8048
6634
3140
1539
Under Represented
967
Under Represented
484
Under Represented
150
Under Represented
88
Under Represented
1349
834
568
33
Under Represented
302
29
Under Represented
Under Represented
20
Under Represented
447
287
347
341
43
Under Represented
67
Under Represented
Under Represented
Under Represented

Dimension Insights

Overview of the sizes and aspect ratios of the images in your dataset.

Size Distribution

Sizes are based on the number of pixels in your images.

The purple box indicates the median width by median height image (1920x1458).

9
139
792
2,810
> 1024x1024
1920px
1458px

Aspect Ratio Distribution

The aspect ratio of your images compares the width vs. the height of your images.

tall
634
square
50
wide
3,059
very wide
6
> 1.5:1
extremely wide
1
> 2.5:1

Annotation Heatmap

Overview of where your annotations are located in the images in your dataset.

all
harvester (185)
post (7,755)
canopy (4,055)
trunk (9,844)
person (1,913)
shoots (1,312)
tractor (580)
vehicle (109)

Histogram of Object Count by Image

Overview of how many classes are annotated in each image in your dataset.

all
harvester
post
canopy
trunk
person
shoots
tractor
vehicle
    2584 imgs
    1292
  • 0
  • 1
  • 2-16
  • 17-31
  • 32-46
  • 47-61
  • 62-76
  • 77-91
  • 92-106
  • 107-121
  • 122-136
  • 137-151
Count of all objects

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