Dataset Analytics

Generated on June 26, 2024 at 1:09 am.

Number of Images

2,680

Number of Annotations

2,812

Average Image Size

0.20 mp

Median Image Ratio

512x384
wide

Class Balance

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

Classes

all
train
valid
test
1,131
684
506
Under Represented
491
Under Represented
795
486
353
Under Represented
332
Under Represented
223
139
110
98
Under Represented
113
59
43
Under Represented
61

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 (512x384).

2,387
293
> 1024x1024
512px
384px

Aspect Ratio Distribution

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

tall
293
wide
2,387

Annotation Heatmap

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

all
plastic (684)
paper (1,131)
others (506)
metal (491)

Histogram of Object Count by Image

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

all
plastic
paper
others
metal
    2595 imgs
    1297.5
  • 0
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
Count of all objects

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