Dataset Analytics

Generated on April 24, 2024 at 5:45 am.

Number of Images

9,213

Number of Annotations

21,962

Average Image Size

0.78 mp

Median Image Ratio

1024x768
wide

Class Balance

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

Classes

all
train
valid
test
937
898
811
757
737
731
691
Toy
634
592
584
582
534
514
439
422
417
Car
368
346
343
323
320
311
304
Egg
298
297
289
261
257
250
250
Bus
248
248
Pen
231
Under Represented
Under Represented
Jug
224
Under Represented
222
Under Represented
Under Represented
220
Under Represented
220
Under Represented
Under Represented
Dog
215
Under Represented
213
Under Represented
211
Under Represented
207
Under Represented
206
Under Represented
203
Under Represented
191
Under Represented
191
Under Represented
188
Under Represented
187
Under Represented
185
Under Represented
Tea
185
Under Represented
Cat
180
Under Represented
177
Under Represented
175
Under Represented
175
Under Represented
Under Represented
168
Under Represented
139
Under Represented
138
Under Represented
59
Under Represented
5
50
Under Represented
2
44
Under Represented
1
40
Under Represented
0
38
Under Represented
4
38
Under Represented
3
33
Under Represented
20
Under Represented
937
898
811
757
737
731
691
Toy
634
592
584
582
534
514
439
422
417
Car
368
346
343
323
320
311
304
Egg
298
297
289
261
257
250
250
Bus
248
248
Pen
231
Under Represented
Under Represented
Jug
224
Under Represented
222
Under Represented
Under Represented
220
Under Represented
220
Under Represented
Under Represented
Dog
215
Under Represented
213
Under Represented
211
Under Represented
207
Under Represented
206
Under Represented
203
Under Represented
191
Under Represented
191
Under Represented
188
Under Represented
187
Under Represented
185
Under Represented
Tea
185
Under Represented
Cat
180
Under Represented
177
Under Represented
175
Under Represented
175
Under Represented
Under Represented
168
Under Represented
139
Under Represented
138
Under Represented
59
Under Represented
5
50
Under Represented
2
44
Under Represented
1
40
Under Represented
0
38
Under Represented
4
38
Under Represented
3
33
Under Represented
20
Under Represented
0
Missing
Missing
0
Missing
Missing
0
Missing
0
Missing
0
Missing
Missing
Toy
0
Missing
0
Missing
0
Missing
0
Missing
0
Missing
0
Missing
0
Missing
0
Missing
0
Missing
Car
0
Missing
0
Missing
0
Missing
0
Missing
0
Missing
Missing
0
Missing
Egg
0
Missing
Missing
Missing
0
Missing
0
Missing
0
Missing
0
Missing
Bus
0
Missing
0
Missing
Missing
Pen
0
Missing
Missing
Jug
0
Missing
0
Missing
Missing
0
Missing
0
Missing
Missing
Dog
0
Missing
Missing
0
Missing
0
Missing
0
Missing
0
Missing
0
Missing
0
Missing
0
Missing
0
Missing
0
Missing
Tea
0
Missing
Cat
0
Missing
Missing
0
Missing
0
Missing
Missing
Missing
0
Missing
0
Missing
Missing
5
0
Missing
2
0
Missing
1
0
Missing
0
0
Missing
4
0
Missing
3
0
Missing
0
Missing
0
Missing
Missing
0
Missing
Missing
0
Missing
0
Missing
0
Missing
Missing
Toy
0
Missing
0
Missing
0
Missing
0
Missing
0
Missing
0
Missing
0
Missing
0
Missing
0
Missing
Car
0
Missing
0
Missing
0
Missing
0
Missing
0
Missing
Missing
0
Missing
Egg
0
Missing
Missing
Missing
0
Missing
0
Missing
0
Missing
0
Missing
Bus
0
Missing
0
Missing
Missing
Pen
0
Missing
Missing
Jug
0
Missing
0
Missing
Missing
0
Missing
0
Missing
Missing
Dog
0
Missing
Missing
0
Missing
0
Missing
0
Missing
0
Missing
0
Missing
0
Missing
0
Missing
0
Missing
0
Missing
Tea
0
Missing
Cat
0
Missing
Missing
0
Missing
0
Missing
Missing
Missing
0
Missing
0
Missing
Missing
5
0
Missing
2
0
Missing
1
0
Missing
0
0
Missing
4
0
Missing
3
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 (1024x768).

4
106
9,068
35
> 1024x1024
1024px
768px

Aspect Ratio Distribution

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

tall
1,999
square
806
wide
6,387
very wide
18
> 1.5:1
extremely wide
3
> 2.5:1

Annotation Heatmap

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

0 (38)
1 (40)
2 (44)
3 (33)
4 (38)
5 (50)
all
Frog (185)
Earrings (311)
Scarf (175)
Pizza (203)
Shirt (191)
Apple (582)
Mobile-phone (222)
Toilet (207)
Door (220)
Trousers (289)
Bus (248)
Scale (138)
Clothing (691)
Cat (180)
Sock (304)
Tomato (757)
Jug (224)
Flower (731)
Teddy-bear (225)
Tea (185)
Person (584)
Potato (320)
Strawberry (923)
Ball (257)
Doll (250)
Table (261)
Lemon (346)
Skirt (187)
Scissors (213)
Truck (248)
Stapler (59)
Mango (422)
Book (937)
Cake (206)
Chair (592)
Footwear (811)
Headphones (171)
Banana (323)
Watch (175)
Sandal (343)
Knife (222)
Orange (737)
Car (368)
Umbrella (297)
Egg (298)
Football (168)
Torch (20)
Rose (417)
Television (236)
Ladder (191)
Rabbit (220)
Plant (514)
Dog (215)
Spoon (211)
Envelope (177)
Fruit (898)
Bottle (439)
Clock (188)
Grape (534)
Pen (231)
Hammer (139)
Toothbrush (219)
Fork (250)
Toy (634)

Histogram of Object Count by Image

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

0
1
2
3
4
5
all
Frog
Earrings
Scarf
Pizza
Shirt
Apple
Mobile-phone
Toilet
Door
Trousers
Bus
Scale
Clothing
Cat
Sock
Tomato
Jug
Flower
Teddy-bear
Tea
Person
Potato
Strawberry
Ball
Doll
Table
Lemon
Skirt
Scissors
Truck
Stapler
Mango
Book
Cake
Chair
Footwear
Headphones
Banana
Watch
Sandal
Knife
Orange
Car
Umbrella
Egg
Football
Torch
Rose
Television
Ladder
Rabbit
Plant
Dog
Spoon
Envelope
Fruit
Bottle
Clock
Grape
Pen
Hammer
Toothbrush
Fork
Toy
    5785 imgs
    2892.5
  • 1
  • 2-8
  • 9-15
  • 16-22
  • 23-29
  • 30-36
  • 37-43
  • 44-50
  • 51-57
  • 58-64
  • 65-71
Count of all objects

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