Dataset Analytics

Generated on March 24, 2024 at 4:38 pm.

Number of Images

2,280

Number of Annotations

3,542

Average Image Size

2.05 mp

Median Image Ratio

2048x1000
wide

Class Balance

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

Classes

all
train
valid
test
884
569
344
Under Represented
Under Represented
Under Represented
74
Under Represented
611
399
243
Under Represented
Under Represented
Under Represented
52
Under Represented
187
108
Under Represented
Under Represented
Under Represented
15
Under Represented
Under Represented
Under Represented
7
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.

All images are the same size, 2048x1000.

Aspect Ratio Distribution

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

wide
2,280

Annotation Heatmap

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

all
water_spot (352)
oil_spot (569)
welding_line (506)
punching_hole (325)
crescent_gap (263)
inclusion (344)
silk_spot (884)
crease (74)
waist_folding (142)
rolled_pit (83)

Histogram of Object Count by Image

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

all
water_spot
oil_spot
welding_line
punching_hole
crescent_gap
inclusion
silk_spot
crease
waist_folding
rolled_pit
    1489 imgs
    744.5
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
Count of all objects

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