Dataset Analytics
Generated on June 10, 2024 at 2:48 pm.
Number of Images
1,132
Number of Annotations
1,429
Average Image Size
0.73 mp
Median Image Ratio
1024x720
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
55
44
40
40
34
33
32
27
25
24
24
23
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
21
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
21
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
21
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
20
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
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
18
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
16
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
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
1
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
46
32
35
28
23
30
22
19
20
17
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
20
18
16
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
17
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
19
17
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
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
16
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
12
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
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
1
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
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
4
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
7
8
3
6
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
3
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1
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
2
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
2
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
4
1
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
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
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
8
5
5
3
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
4
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
5
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
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
3
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
3
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
3
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
1
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
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
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
4
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
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
1
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 (1024x720).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
138
square
100
wide
885
very wide
9
> 1.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Great green macaw (19)
Crowned lemur (18)
Gaboon viper (18)
Mandrill (23)
Babirusa (32)
Red panda (25)
Asian elephant (74)
Black lemur (24)
Dwarf mongoose (45)
Hyacinth macaws (76)
Aye-aye (40)
Radiated tortoise (28)
Giant otter (20)
Lake Titicaca frog (15)
Eastern bongo (30)
Okapi (24)
Asian short-clawed otter (77)
Giant anteater (24)
Javan green magpie (25)
Kirks dik dik (19)
Pudu (27)
Aardvark (33)
Ecuador Amazon parrot (56)
Philippine spotted deer (27)
Humboldt penguin (49)
Fossa (21)
Meerkat (44)
Dusky pademelon (38)
Grey-crowned crane (24)
Giraffe (21)
Lion (21)
Palawan binturong (27)
Jaguar (16)
Anoa (40)
Komodo dragon (23)
Banteng (34)
Great hornbill (22)
Parson’s chameleon (25)
Golden poison dart frog (23)
Mountain chicken frog (18)
Golden mantella frog (33)
Greater one horned rhino (33)
Andean Bear (55)
African painted dog (58)
anteater (1)
Red river hog (1)
African elephant (2)
warthog (1)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
Great green macaw
Crowned lemur
Gaboon viper
Mandrill
Babirusa
Red panda
Asian elephant
Black lemur
Dwarf mongoose
Hyacinth macaws
Aye-aye
Radiated tortoise
Giant otter
Lake Titicaca frog
Eastern bongo
Okapi
Asian short-clawed otter
Giant anteater
Javan green magpie
Kirks dik dik
Pudu
Aardvark
Ecuador Amazon parrot
Philippine spotted deer
Humboldt penguin
Fossa
Meerkat
Dusky pademelon
Grey-crowned crane
Giraffe
Lion
Palawan binturong
Jaguar
Anoa
Komodo dragon
Banteng
Great hornbill
Parson’s chameleon
Golden poison dart frog
Mountain chicken frog
Golden mantella frog
Greater one horned rhino
Andean Bear
African painted dog
anteater
Red river hog
African elephant
warthog
-
0
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
-
12-13
929 imgs
464.5
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