Dataset Analytics

Generated on October 08, 2024 at 6:34 am.

Number of Images

4,989

Number of Annotations

8,579

Average Image Size

10.69 mp

Median Image Ratio

2672x2672
square

Class Balance

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

Classes

all
train
valid
test
DPD
2,880
FSD
918
NBD
596
SBD
543
542
530
Under Represented
447
Under Represented
BSD
445
Under Represented
RBD
445
Under Represented
426
Under Represented
405
Under Represented
402
Under Represented
DPD
1990
FSD
622
NBD
408
SBD
379
379
368
Under Represented
310
Under Represented
BSD
310
Under Represented
RBD
313
Under Represented
302
Under Represented
285
Under Represented
285
Under Represented
DPD
627
FSD
206
NBD
126
SBD
105
Under Represented
111
Under Represented
111
Under Represented
89
Under Represented
BSD
89
Under Represented
RBD
89
Under Represented
80
Under Represented
80
Under Represented
79
Under Represented
DPD
263
FSD
90
NBD
62
SBD
59
Under Represented
51
Under Represented
48
Under Represented
BSD
46
Under Represented
RBD
43
Under Represented
44
Under Represented
40
Under Represented
38
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 (2672x2672).

13
< 100x100
36
236
253
4,451
> 1024x1024
2672px
2672px

Aspect Ratio Distribution

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

tall
3,061
square
168
wide
1,760

Annotation Heatmap

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

all
Healty (530)
SBD (543)
BLBD (426)
DPD (2,880)
BSD (445)
RRSD (402)
NBSD (405)
Non-Rice (542)
RBD (445)
FSD (918)
NBD (596)
BLSD (447)

Histogram of Object Count by Image

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

all
Healty
SBD
BLBD
DPD
BSD
RRSD
NBSD
Non-Rice
RBD
FSD
NBD
BLSD
    4037 imgs
    2018.5
  • 0
  • 1
  • 2-7
  • 8-13
  • 14-19
  • 20-25
  • 26-31
  • 32-37
  • 38-43
  • 44-49
  • 50-55
Count of all objects

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