Dataset Analytics

Generated on August 19, 2022 at 9:03 pm.

Number of Images

1,014

Number of Annotations

9,736

Average Image Size

0.27 mp

Median Image Ratio

640x480
wide

Class Balance

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

Classes

4,345
car
519
408
205
200
181
cup
166
165
165
134
129
121
119
112
108
Under Represented
tie
92
Under Represented
89
Under Represented
87
Under Represented
81
Under Represented
81
Under Represented
bus
79
Under Represented
Under Represented
Under Represented
Under Represented
61
Under Represented
57
Under Represented
54
Under Represented
Under Represented
52
Under Represented
dog
51
Under Represented
50
Under Represented
Under Represented
47
Under Represented
42
Under Represented
42
Under Represented
41
Under Represented
Under Represented
39
Under Represented
39
Under Represented
38
Under Represented
38
Under Represented
Under Represented
33
Under Represented
Under Represented
tv
30
Under Represented
28
Under Represented
25
Under Represented
25
Under Represented
bed
23
Under Represented
Under Represented
Under Represented
19
Under Represented
cow
18
Under Represented
17
Under Represented
14
Under Represented
14
Under Represented
Under Represented
cat
12
Under Represented
12
Under Represented
Under Represented
8
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
5
Under Represented
Under Represented
Under Represented
1
Under Represented
1
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 (640x480).

184
830
640px
480px

Aspect Ratio Distribution

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

tall
232
square
44
wide
734
very wide
4
> 1.5:1

Annotation Heatmap

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

all
person (4,345)
cell phone (95)
tie (92)
cake (81)
baseball bat (48)
hair drier (3)
teddy bear (20)
spoon (57)
laptop (54)
mouse (14)
keyboard (12)
clock (38)
handbag (200)
horse (87)
frisbee (41)
tv (30)
chair (408)
book (181)
couch (42)
dining table (107)
car (519)
dog (51)
cat (12)
cup (166)
bicycle (129)
baseball glove (62)
bench (121)
bus (79)
skateboard (92)
backpack (134)
umbrella (205)
traffic light (105)
train (39)
skis (119)
surfboard (108)
sports ball (103)
truck (89)
apple (38)
motorcycle (79)
bottle (165)
fork (47)
elephant (19)
kite (165)
airplane (33)
bird (50)
wine glass (54)
knife (61)
bowl (81)
boat (112)
hot dog (42)
sandwich (32)
tennis racket (96)
pizza (25)
bed (23)
suitcase (96)
cow (18)
remote (52)
donut (28)
snowboard (40)
toothbrush (6)
banana (33)
potted plant (63)
refrigerator (13)
vase (17)
scissors (6)
sink (14)
oven (19)
parking meter (7)
orange (39)
toilet (5)
fire hydrant (5)
broccoli (6)
sheep (25)
carrot (8)
stop sign (8)
giraffe (12)
bear (1)
microwave (4)
zebra (1)

Histogram of Object Count by Image

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

all
person
cell phone
tie
cake
baseball bat
hair drier
teddy bear
spoon
laptop
mouse
keyboard
clock
handbag
horse
frisbee
tv
chair
book
couch
dining table
car
dog
cat
cup
bicycle
baseball glove
bench
bus
skateboard
backpack
umbrella
traffic light
train
skis
surfboard
sports ball
truck
apple
motorcycle
bottle
fork
elephant
kite
airplane
bird
wine glass
knife
bowl
boat
hot dog
sandwich
tennis racket
pizza
bed
suitcase
cow
remote
donut
snowboard
toothbrush
banana
potted plant
refrigerator
vase
scissors
sink
oven
parking meter
orange
toilet
fire hydrant
broccoli
sheep
carrot
stop sign
giraffe
bear
microwave
zebra
    535 imgs
    267.5
  • 1
  • 2-7
  • 8-13
  • 14-19
  • 20-25
  • 26-31
  • 32-37
  • 38-43
  • 44-49
  • 50-55
Count of all objects

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