Dataset Analytics

Generated on October 04, 2022 at 3:13 pm.

Number of Images

1,000

Number of Annotations

2,718

Average Image Size

0.19 mp

Median Image Ratio

500x375
wide

Class Balance

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

Classes

945
212
car
208
109
98
Under Represented
90
Under Represented
dog
89
Under Represented
Under Represented
81
Under Represented
cow
80
Under Represented
76
Under Represented
cat
76
Under Represented
70
Under Represented
Under Represented
Under Represented
64
Under Represented
Under Represented
55
Under Represented
bus
54
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 (500x375).

1,000
500px
375px

Aspect Ratio Distribution

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

tall
187
square
18
wide
793
very wide
2
> 1.5:1

Annotation Heatmap

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

all
diningtable (60)
person (945)
tvmonitor (87)
motorbike (67)
horse (70)
aeroplane (65)
sofa (81)
car (208)
chair (212)
pottedplant (132)
bottle (109)
dog (89)
cow (80)
cat (76)
bicycle (64)
train (55)
bus (54)
bird (76)
boat (90)
sheep (98)

Histogram of Object Count by Image

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

all
diningtable
person
tvmonitor
motorbike
horse
aeroplane
sofa
car
chair
pottedplant
bottle
dog
cow
cat
bicycle
train
bus
bird
boat
sheep
    494 imgs
    247
  • 0
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
Count of all objects

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