Dataset Analytics

Generated on August 19, 2022 at 3:47 pm.

Number of Images

5,000

Number of Annotations

36,781

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

11,004
car
1,932
1,791
1,161
1,025
cup
899
626
540
440
430
415
413
413
cow
380
379
371
371
361
Under Represented
Under Represented
338
Under Represented
336
Under Represented
326
Under Represented
316
Under Represented
316
Under Represented
316
Under Represented
303
Under Represented
tv
288
Under Represented
287
Under Represented
bus
285
Under Represented
285
Under Represented
283
Under Represented
277
Under Represented
273
Under Represented
269
Under Represented
268
Under Represented
267
Under Represented
Under Represented
Under Represented
261
Under Represented
255
Under Represented
tie
254
Under Represented
253
Under Represented
241
Under Represented
239
Under Represented
232
Under Represented
231
Under Represented
225
Under Represented
Under Represented
dog
218
Under Represented
215
Under Represented
cat
202
Under Represented
Under Represented
190
Under Represented
Under Represented
179
Under Represented
177
Under Represented
bed
163
Under Represented
153
Under Represented
Under Represented
Under Represented
143
Under Represented
143
Under Represented
127
Under Represented
Under Represented
115
Under Represented
106
Under Represented
Under Represented
Under Represented
71
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
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).

5
1,117
3,878
640px
480px

Aspect Ratio Distribution

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

tall
1,208
square
204
wide
3,573
very wide
10
> 1.5:1
extremely wide
5
> 2.5:1

Annotation Heatmap

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

all
toilet (179)
hot dog (127)
person (11,004)
skateboard (179)
fire hydrant (101)
banana (379)
bowl (626)
sink (225)
spoon (253)
oven (143)
toothbrush (57)
cup (899)
tie (254)
cell phone (262)
wine glass (343)
couch (261)
chair (1,791)
book (1,161)
handbag (540)
vase (277)
laptop (231)
potted plant (343)
tv (288)
cow (380)
car (1,932)
stop sign (75)
bench (413)
boat (430)
surfboard (269)
broccoli (316)
pizza (285)
clock (267)
giraffe (232)
train (190)
motorcycle (371)
dog (218)
dining table (697)
kite (336)
backpack (371)
airplane (143)
suitcase (303)
truck (415)
bottle (1,025)
fork (215)
remote (283)
bird (440)
bed (163)
microwave (55)
sports ball (263)
traffic light (637)
zebra (268)
frisbee (115)
baseball glove (148)
umbrella (413)
horse (273)
skis (241)
refrigerator (126)
apple (239)
cat (202)
bicycle (316)
bus (285)
keyboard (153)
sandwich (177)
donut (338)
knife (326)
sheep (361)
bear (71)
mouse (106)
cake (316)
teddy bear (191)
hair drier (11)
orange (287)
carrot (371)
parking meter (60)
elephant (255)
tennis racket (225)
snowboard (69)
scissors (36)
baseball bat (146)
toaster (9)

Histogram of Object Count by Image

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

all
toilet
hot dog
person
skateboard
fire hydrant
banana
bowl
sink
spoon
oven
toothbrush
cup
tie
cell phone
wine glass
couch
chair
book
handbag
vase
laptop
potted plant
tv
cow
car
stop sign
bench
boat
surfboard
broccoli
pizza
clock
giraffe
train
motorcycle
dog
dining table
kite
backpack
airplane
suitcase
truck
bottle
fork
remote
bird
bed
microwave
sports ball
traffic light
zebra
frisbee
baseball glove
umbrella
horse
skis
refrigerator
apple
cat
bicycle
bus
keyboard
sandwich
donut
knife
sheep
bear
mouse
cake
teddy bear
hair drier
orange
carrot
parking meter
elephant
tennis racket
snowboard
scissors
baseball bat
toaster
    2836 imgs
    1418
  • 0
  • 1
  • 2-8
  • 9-15
  • 16-22
  • 23-29
  • 30-36
  • 37-43
  • 44-50
  • 51-57
  • 58-64
Count of all objects

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