Datasets:
Tasks:
Image Classification
Formats:
parquet
Languages:
English
Size:
10K - 100K
ArXiv:
Tags:
remote-sensing
earth-observation
geospatial
satellite-imagery
land-cover-classification
sentinel-2
License:
🤗 Push-to-Hub EuroSAT RGB
Browse files- README.md +41 -0
- data/test-00000-of-00001.parquet +3 -0
- data/train-00000-of-00001.parquet +3 -0
- data/validation-00000-of-00001.parquet +3 -0
README.md
CHANGED
|
@@ -14,6 +14,47 @@ tags:
|
|
| 14 |
- satellite-imagery
|
| 15 |
- land-cover-classification
|
| 16 |
- sentinel-2
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 17 |
---
|
| 18 |
|
| 19 |
# EuroSAT RGB
|
|
|
|
| 14 |
- satellite-imagery
|
| 15 |
- land-cover-classification
|
| 16 |
- sentinel-2
|
| 17 |
+
dataset_info:
|
| 18 |
+
features:
|
| 19 |
+
- name: image
|
| 20 |
+
dtype: image
|
| 21 |
+
- name: label
|
| 22 |
+
dtype:
|
| 23 |
+
class_label:
|
| 24 |
+
names:
|
| 25 |
+
'0': Annual Crop
|
| 26 |
+
'1': Forest
|
| 27 |
+
'2': Herbaceous Vegetation
|
| 28 |
+
'3': Highway
|
| 29 |
+
'4': Industrial Buildings
|
| 30 |
+
'5': Pasture
|
| 31 |
+
'6': Permanent Crop
|
| 32 |
+
'7': Residential Buildings
|
| 33 |
+
'8': River
|
| 34 |
+
'9': SeaLake
|
| 35 |
+
- name: filename
|
| 36 |
+
dtype: string
|
| 37 |
+
splits:
|
| 38 |
+
- name: train
|
| 39 |
+
num_bytes: 104485303.0
|
| 40 |
+
num_examples: 16200
|
| 41 |
+
- name: test
|
| 42 |
+
num_bytes: 34726245.0
|
| 43 |
+
num_examples: 5400
|
| 44 |
+
- name: validation
|
| 45 |
+
num_bytes: 34781690.0
|
| 46 |
+
num_examples: 5400
|
| 47 |
+
download_size: 174279561
|
| 48 |
+
dataset_size: 173993238.0
|
| 49 |
+
configs:
|
| 50 |
+
- config_name: default
|
| 51 |
+
data_files:
|
| 52 |
+
- split: train
|
| 53 |
+
path: data/train-*
|
| 54 |
+
- split: test
|
| 55 |
+
path: data/test-*
|
| 56 |
+
- split: validation
|
| 57 |
+
path: data/validation-*
|
| 58 |
---
|
| 59 |
|
| 60 |
# EuroSAT RGB
|
data/test-00000-of-00001.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cbe940845d83b5dcade351576967ae21fcc9509ee64a5ebf003b5700c59e477a
|
| 3 |
+
size 34772615
|
data/train-00000-of-00001.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e4ee70060419d04a605003d9dba17571f788d665a367bf822bbda70834f4da8b
|
| 3 |
+
size 104677703
|
data/validation-00000-of-00001.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:075bd0b1ee4f7cc5561c25b2864077287e5b30ae4b38e65491be5451c028a5b0
|
| 3 |
+
size 34829243
|