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
1,932
1,791
1,161
1,025
899
697
637
626
540
440
430
415
413
413
380
379
371
371
371
361
343
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
343
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
338
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
336
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
326
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
316
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
316
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
316
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
303
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
288
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
287
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
285
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
285
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
283
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
277
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
273
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
269
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
268
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
267
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
263
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
262
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
261
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
255
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
254
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
253
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
241
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
239
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
232
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
231
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
225
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
225
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
218
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
215
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
202
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
191
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
190
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
179
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
179
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
177
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
163
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
153
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
148
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
146
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
143
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
143
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
127
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
126
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
115
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
106
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
101
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
75
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
71
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
69
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
57
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
55
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
36
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
11
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
9
Add more images with this class to improve the model's ability to learn and predict it.
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).
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
-
0
-
1
-
2-8
-
9-15
-
16-22
-
23-29
-
30-36
-
37-43
-
44-50
-
51-57
-
58-64
2836 imgs
1418