Corollary

Research

  • Ask

Library

  • Catalog

Account

  • Overview
  • Jobs
  • Usage
  • Billing
Settings
Corollary
  1. Catalog
  2. Datasets
  3. isp-uv-es/CloudSEN12Plus

isp-uv-es

CloudSEN12Plus

Large-scale cloud detection dataset with 49,000+ Sentinel-2 patches and expert-quality cloud/shadow annotations across global biomes and seasons.

Original source
Rows
50,249
On disk
4.4 MB
Downloads
623

Last 30 days

Updated
Feb 26

Explore

Read the real rows without downloading anything

Reading rows…

LiveRead from isp-uv-es/CloudSEN12Plus at the moment you asked. Nothing is cached or stored — every row above came from that request.

Column statistics

How the columns are distributed

Over 47,362 rows of default/train

begin

int
min
0
median
16.2B
mean
17.3B
max
40.8B

clear_percentage

int

Splits

3
  • default/train
  • default/validation
  • default/test

Query support

  • Row preview
  • Paginated browse
  • Full-text search
  • SQL filter
  • Column statistics

Provenance

Licence
cc0-1.0
Likes
12

Fields

Earth ScienceClimate
min
-1
median
58
mean
55.80
max
100

cloud_shadow_percentage

int
min
0
median
5
mean
8.04
max
87

datapoint_id

string_text
min
48
median
48
mean
48.16
max
49

equi_id

string_text
min
17
median
17
mean
17
max
17

equi_zone

string_label
  • AS29%
  • AF23%
  • NA16%

fixed

int
min
0
median
0
mean
7.6e-3
max
1

label_type

string_label
  • nolabel62%
  • high19%
  • scribble19%

length

int
min
1.3M
median
2.8M
mean
3.3M
max
54M

metadata_length

int
min
52,604
median
1.1M
mean
932k
max
1.1M

proj_centroid

string_text
min
20
median
25
mean
25.64
max
46

proj_epsg

int
min
32,603
median
32,642
mean
32658.05
max
32,760

proj_geometry

string_text
min
77
median
90
mean
89.63
max
90

proj_shape

int
min
509
median
509
mean
530.63
max
2,000

proj_transform

string_text
min
27
median
30
mean
29.93
max
30

roi_id

string_text
min
8
median
8
mean
8.16
max
9

s2_date

string_text
min
20
median
20
mean
20
max
20

s2_id

string_text
min
60
median
60
mean
60
max
60

s2_id_gee

string_text
min
38
median
38
mean
38
max
38

s2_mean_solar_azimuth_angle

float
min
27.68
median
147.38
mean
126.79
max
308.22

s2_mean_solar_zenith_angle

float
min
5.73
median
54.67
mean
52.05
max
81.87

split

string_label
  • train100%

thick_percentage

int
min
0
median
17
mean
27.50
max
100

thin_percentage

int
min
0
median
0
mean
8.65
max
100

url

string_label
  • https://huggingface.co/datasets/isp-uv-es/CloudSEN12Plus/resolve/main/train/train_509_nolabel_chunk1.mlstac31%
  • https://huggingface.co/datasets/isp-uv-es/CloudSEN12Plus/resolve/main/train/train_509_nolabel_chunk2.mlstac31%
  • https://huggingface.co/datasets/isp-uv-es/CloudSEN12Plus/resolve/main/train/train_509_scribble.mlstac19%
Benchmark
image-segmentation