Dataset Analytics

Generated on March 05, 2024 at 9:08 am.

Number of Images

1,585

Number of Annotations

7,981

Average Image Size

2.07 mp

Median Image Ratio

1920x1080
wide

Class Balance

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

Classes

all
train
valid
test
3,952
1,745
1,286
501
Under Represented
497
Under Represented
2785
1224
899
359
Under Represented
347
Under Represented
765
350
255
Under Represented
102
Under Represented
402
171
132
Under Represented
48
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 (1920x1080).

3
1,582
> 1024x1024
1920px
1080px

Aspect Ratio Distribution

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

wide
1,585

Annotation Heatmap

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

all
human (1,745)
cart (497)
package (3,952)
forklift (1,286)
dumptruck (501)

Histogram of Object Count by Image

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

all
human
cart
package
forklift
dumptruck
    932 imgs
    466
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
Count of all objects

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