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jewellery-classifier/1 (latest)
Dataset Analytics
Generated on October 28, 2023 at 11:10 am.
Number of Images
2,163
Number of Annotations
2,419
Average Image Size
1.40 mp
Median Image Ratio
847x1544
tall
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
427
326
259
256
250
249
246
246
81
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
61
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
308
223
181
167
175
175
168
168
55
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
46
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
82
64
57
68
48
52
48
50
17
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
10
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
39
21
21
27
22
30
28
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
This class is missing from the split. Add more images with this class to balance the
dataset.
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 (847x1544).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
1,336
square
517
wide
301
very wide
9
> 1.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
FINGER RING (250)
NECKLACE (249)
EAR WEAR (326)
BANGLE (427)
Pendant (259)
BRACELET (246)
CHAIN (256)
VODIYANAM (81)
NOSE SCREW (246)
ARMBELT (61)
24 KT COIN (18)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
FINGER RING
NECKLACE
EAR WEAR
BANGLE
Pendant
BRACELET
CHAIN
VODIYANAM
NOSE SCREW
ARMBELT
24 KT COIN
-
0
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
1912 imgs
956