Datasets:
Tasks:
Image Classification
Formats:
parquet
Languages:
English
Size:
10K - 100K
ArXiv:
Tags:
remote-sensing
earth-observation
geospatial
satellite-imagery
land-cover-classification
multispectral
License:
🤗 Push-to-Hub EuroSAT MSI
Browse files- README.md +47 -0
- data/test-00000-of-00002.parquet +3 -0
- data/test-00001-of-00002.parquet +3 -0
- data/train-00000-of-00004.parquet +3 -0
- data/train-00001-of-00004.parquet +3 -0
- data/train-00002-of-00004.parquet +3 -0
- data/train-00003-of-00004.parquet +3 -0
- data/validation-00000-of-00002.parquet +3 -0
- data/validation-00001-of-00002.parquet +3 -0
README.md
CHANGED
@@ -15,6 +15,53 @@ tags:
|
|
15 |
- land-cover-classification
|
16 |
- multispectral
|
17 |
- sentinel-2
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
18 |
---
|
19 |
|
20 |
# EuroSAT MSI
|
|
|
15 |
- land-cover-classification
|
16 |
- multispectral
|
17 |
- sentinel-2
|
18 |
+
dataset_info:
|
19 |
+
features:
|
20 |
+
- name: image
|
21 |
+
dtype:
|
22 |
+
array3_d:
|
23 |
+
dtype: uint16
|
24 |
+
shape:
|
25 |
+
- 64
|
26 |
+
- 64
|
27 |
+
- 13
|
28 |
+
- name: label
|
29 |
+
dtype:
|
30 |
+
class_label:
|
31 |
+
names:
|
32 |
+
'0': Annual Crop
|
33 |
+
'1': Forest
|
34 |
+
'2': Herbaceous Vegetation
|
35 |
+
'3': Highway
|
36 |
+
'4': Industrial Buildings
|
37 |
+
'5': Pasture
|
38 |
+
'6': Permanent Crop
|
39 |
+
'7': Residential Buildings
|
40 |
+
'8': River
|
41 |
+
'9': SeaLake
|
42 |
+
- name: filename
|
43 |
+
dtype: string
|
44 |
+
splits:
|
45 |
+
- name: train
|
46 |
+
num_bytes: 1995359806
|
47 |
+
num_examples: 16200
|
48 |
+
- name: test
|
49 |
+
num_bytes: 665119564
|
50 |
+
num_examples: 5400
|
51 |
+
- name: validation
|
52 |
+
num_bytes: 665120060
|
53 |
+
num_examples: 5400
|
54 |
+
download_size: 2379014584
|
55 |
+
dataset_size: 3325599430
|
56 |
+
configs:
|
57 |
+
- config_name: default
|
58 |
+
data_files:
|
59 |
+
- split: train
|
60 |
+
path: data/train-*
|
61 |
+
- split: test
|
62 |
+
path: data/test-*
|
63 |
+
- split: validation
|
64 |
+
path: data/validation-*
|
65 |
---
|
66 |
|
67 |
# EuroSAT MSI
|
data/test-00000-of-00002.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6992cdb990651d0ed74b18e3bcde535339a8bcbe63ab213d188c18a2c2b0e77d
|
3 |
+
size 237504476
|
data/test-00001-of-00002.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f398e556b7aaacc3ec38f66dc095068cb2d2cbacb53a3550a323247fcb6af37e
|
3 |
+
size 237860730
|
data/train-00000-of-00004.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6888d3dfbea95ee531e09895862242b76a24789b51f917a09e2809343440890c
|
3 |
+
size 353593499
|
data/train-00001-of-00004.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8d4d2b89a0da94bd51bcf6fb6f2b964200c4c621693e1db65aa958b10aee3277
|
3 |
+
size 359820505
|
data/train-00002-of-00004.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6986e2932a688c4ee745761191696c3e995e7e47725ab2f71b109ebe74bc0ed8
|
3 |
+
size 360482863
|
data/train-00003-of-00004.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e2872cf5b3c13a7fbd960055da72abd237fab42c9f01617fcb43f34876657dc1
|
3 |
+
size 351162848
|
data/validation-00000-of-00002.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c992e9f9b9abc23cffd1696bfce576c3744b8d9d6285217fe08ec63a460a1de4
|
3 |
+
size 237013996
|
data/validation-00001-of-00002.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:69ef5adfa673386f9b416ddd686ad830531d6af9f63525e8453853d4bea2fd38
|
3 |
+
size 241575667
|