Dataset Analytics
Generated on November 15, 2024 at 3:38 pm.
Number of Images
9,291
Number of Annotations
15,018
Average Image Size
0.07 mp
Median Image Ratio
256x256
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
1,374
1,361
1,165
1,091
811
768
651
542
485
420
407
330
328
311
305
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
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Under Represented
253
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
219
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
206
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
200
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
135
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
135
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
37
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1114
1094
854
924
618
557
514
415
437
328
285
297
230
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Under Represented
215
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
274
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
179
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
187
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
146
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
140
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
121
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
121
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
27
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Under Represented
125
135
208
63
111
134
70
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
51
82
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
64
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
48
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
40
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
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
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
135
132
103
104
77
67
48
41
40
32
31
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
26
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
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
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
14
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
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
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 (256x256).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
361
square
8,263
wide
667
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Scab apple (305)
Bad Apple (651)
Good Mango (407)
Carambola Bed Bugs (249)
Bad Carambola (811)
Good Apple (1,165)
Lemon black-spot (135)
Bad Lemon (135)
Good Pomegranate (219)
Good Lemon (420)
Apple_Rotten (311)
Mango Anthracnose Disease (261)
Bad Mango (1,361)
Bad Watermelon (200)
Watermelon_Anthracnose disease (200)
Good Watermelon (328)
Mango_Black Mould Rot (378)
orange_canker disease (203)
Bad Orange (768)
Orange_blackspot disease (95)
Good Guava (1,091)
Orange_grenning disease (468)
Mango_Alternaria (330)
Bad Guava (1,374)
Gauva phytopthora (212)
Guava rotten (206)
Guava_scab disease (274)
Mango__Rotten disease (231)
Guava dot (485)
Good Carambola (542)
Guava styler_end_root (54)
Mango Stem end Rot disease (145)
Carambola Anthracnose Disease (128)
carambola Borer Disease (435)
Good Orange (253)
Guava rust disease (151)
Apple Blotch (37)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
Scab apple
Bad Apple
Good Mango
Carambola Bed Bugs
Bad Carambola
Good Apple
Lemon black-spot
Bad Lemon
Good Pomegranate
Good Lemon
Apple_Rotten
Mango Anthracnose Disease
Bad Mango
Bad Watermelon
Watermelon_Anthracnose disease
Good Watermelon
Mango_Black Mould Rot
orange_canker disease
Bad Orange
Orange_blackspot disease
Good Guava
Orange_grenning disease
Mango_Alternaria
Bad Guava
Gauva phytopthora
Guava rotten
Guava_scab disease
Mango__Rotten disease
Guava dot
Good Carambola
Guava styler_end_root
Mango Stem end Rot disease
Carambola Anthracnose Disease
carambola Borer Disease
Good Orange
Guava rust disease
Apple Blotch
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8
5428 imgs
2714