Dataset Analytics

Generated on July 18, 2024 at 4:34 am.

Number of Images

3,303

Number of Annotations

5,588

Average Image Size

0.41 mp

Median Image Ratio

640x640
square

Class Balance

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

Classes

all
train
valid
test
1,336
772
393
bus
303
294
cat
260
246
car
220
Under Represented
dog
216
Under Represented
204
Under Represented
bed
195
Under Represented
195
Under Represented
195
Under Represented
195
Under Represented
183
Under Represented
cup
167
Under Represented
165
Under Represented
Under Represented
22
Under Represented
533
275
bus
225
216
cat
186
172
car
152
Under Represented
dog
143
Under Represented
141
Under Represented
bed
129
Under Represented
126
Under Represented
133
Under Represented
141
Under Represented
138
Under Represented
cup
112
Under Represented
114
Under Represented
Under Represented
12
Under Represented
180
82
bus
40
Under Represented
38
Under Represented
cat
50
car
55
dog
52
45
bed
48
45
38
Under Represented
35
Under Represented
24
Under Represented
cup
34
Under Represented
35
Under Represented
Under Represented
7
Under Represented
59
36
bus
38
40
cat
24
car
13
Under Represented
dog
21
Under Represented
18
Under Represented
bed
18
Under Represented
24
24
19
Under Represented
21
Under Represented
cup
21
Under Represented
16
Under Represented
Under Represented
3
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 (640x640).

385
2,610
308
> 1024x1024
640px
640px

Aspect Ratio Distribution

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

tall
212
square
2,957
wide
132
very wide
2
> 1.5:1

Annotation Heatmap

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

all
sofa (195)
truck (204)
car (220)
cat (260)
medicine (246)
table (195)
bus (303)
bed (195)
dog (216)
Socket (393)
chair (195)
vegetables (1,336)
train (183)
cup (167)
fruits (772)
bicycle (294)
person (165)
cups (22)
person - v1 2023-12-04 3-10pm (27)

Histogram of Object Count by Image

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

all
sofa
truck
car
cat
medicine
table
bus
bed
dog
Socket
chair
vegetables
train
cup
fruits
bicycle
person
cups
person - v1 2023-12-04 3-10pm
    2592 imgs
    1296
  • 0
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
  • 14-15
  • 16-17
Count of all objects

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