Dataset Analytics

Generated on November 19, 2024 at 10:35 am.

Average Image Size

0.31 mp

Median Image Ratio

640x480
wide

Class Balance

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

Classes

all
train
valid
test
2,069
car
734
163
150
134
134
bus
121
116
114
109
95
89
dog
69
Under Represented
cat
62
Under Represented
54
Under Represented
Under Represented
cow
48
Under Represented
47
Under Represented
47
Under Represented
Under Represented
Under Represented
42
Under Represented
Under Represented
Under Represented
Under Represented
26
Under Represented
16
Under Represented
16
Under Represented
15
Under Represented
14
Under Represented
Under Represented
tie
11
Under Represented
cup
8
Under Represented
7
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
3
Under Represented
3
Under Represented
Under Represented
2
Under Represented
2
Under Represented
1
Under Represented
Under Represented
1
Under Represented
1
Under Represented
1
Under Represented
Under Represented
tv
1
Under Represented
1
Under Represented
1376
car
522
109
106
94
bus
87
85
82
Under Represented
58
31
Under Represented
dog
48
Under Represented
cat
42
Under Represented
43
Under Represented
Under Represented
cow
45
Under Represented
36
Under Represented
32
Under Represented
Under Represented
Under Represented
24
Under Represented
Under Represented
Under Represented
Under Represented
9
Under Represented
10
Under Represented
11
Under Represented
15
Under Represented
7
Under Represented
Under Represented
tie
10
Under Represented
cup
7
Under Represented
2
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
0
Missing
1
Under Represented
Under Represented
1
Under Represented
2
Under Represented
0
Missing
Under Represented
0
Missing
1
Under Represented
0
Missing
Under Represented
tv
1
Under Represented
0
Missing
468
car
116
38
24
bus
23
26
18
19
40
dog
12
Under Represented
cat
14
Under Represented
8
Under Represented
Under Represented
cow
3
Under Represented
6
Under Represented
9
Under Represented
Under Represented
Under Represented
0
Missing
Under Represented
Under Represented
Under Represented
6
Under Represented
0
Missing
Missing
0
Missing
3
Under Represented
Under Represented
tie
0
Missing
cup
1
Under Represented
5
Under Represented
Under Represented
Missing
Missing
Under Represented
3
Under Represented
1
Under Represented
Missing
1
Under Represented
0
Missing
1
Under Represented
Missing
1
Under Represented
0
Missing
1
Under Represented
Missing
tv
0
Missing
1
Under Represented
225
car
96
16
16
bus
11
5
Under Represented
14
18
18
dog
9
cat
6
Under Represented
3
Under Represented
Under Represented
cow
0
Missing
5
Under Represented
6
Under Represented
Under Represented
Under Represented
18
Under Represented
Under Represented
Missing
11
6
Under Represented
Under Represented
0
Missing
4
Under Represented
Under Represented
tie
1
Under Represented
cup
0
Missing
0
Missing
Missing
Missing
Missing
Under Represented
0
Missing
1
Under Represented
Missing
0
Missing
0
Missing
0
Missing
Missing
0
Missing
0
Missing
0
Missing
Missing
tv
0
Missing
0
Missing

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 (640x480).

135
509
195
> 1024x1024
640px
480px

Aspect Ratio Distribution

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

tall
252
square
24
wide
562
very wide
1
> 1.5:1

Annotation Heatmap

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

all
airplane (38)
person (2,069)
handbag (114)
cat (62)
bench (95)
skateboard (43)
fire hydrant (49)
bicycle (163)
dog (69)
car (734)
traffic light (413)
bus (121)
truck (134)
backpack (150)
umbrella (86)
zebra (47)
sports ball (29)
blue fish (109)
orange fish (106)
purple fish (137)
suitcase (134)
potted plant (14)
boat (89)
sheep (26)
motorcycle (103)
bird (116)
horse (47)
cow (48)
elephant (46)
train (54)
stop sign (39)
bottle (16)
parking meter (4)
chair (42)
clock (3)
giraffe (16)
broccoli (1)
tie (11)
cell phone (5)
bear (14)
skis (7)
banana (15)
dining table (6)
cup (8)
tv (1)
baseball bat (2)
baseball glove (5)
kite (2)
remote (1)
bowl (1)
book (2)
fork (1)
cake (3)
vase (1)
spoon (1)
teddy bear (1)

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