Dataset Analytics

Generated on November 28, 2023 at 12:00 pm.

Number of Images

315
0 missing annotations
0 null examples

Number of Annotations

9,638
30.6 per image (average)
Across 5 classes

Average Image Size

4.19 mp
from to 4.19 mp

Median Image Ratio

2048x2048
square

Class Balance

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

Classes

all
train
valid
test
r_smd
4,444
c_smd
3,400
chip_ic
1,527
diode_smd
134
Under Represented
inductor
133
Under Represented
r_smd
3599
c_smd
2786
chip_ic
1180
diode_smd
104
Under Represented
inductor
110
Under Represented
r_smd
492
c_smd
355
chip_ic
180
diode_smd
12
Under Represented
inductor
15
Under Represented
r_smd
353
c_smd
259
chip_ic
167
diode_smd
18
Under Represented
inductor
8
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 (2048x2048).

jumbo
315
> 1024x1024
2048px
2048px

Aspect Ratio Distribution

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

tall
29
square
285
wide
1

Annotation Heatmap

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

all
chip_ic (1,527)
c_smd (3,400)
r_smd (4,444)
inductor (133)
diode_smd (134)

Histogram of Object Count by Image

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

all
chip_ic
c_smd
r_smd
inductor
diode_smd
    106 imgs
    53
  • 1
  • 2-14
  • 15-27
  • 28-40
  • 41-53
  • 54-66
  • 67-79
  • 80-92
  • 93-105
  • 106-118
  • 119-131
Count of all objects

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