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
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- land-cover-classification
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- multispectral
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- sentinel-2
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---
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# EuroSAT MSI
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- land-cover-classification
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- multispectral
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- sentinel-2
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dataset_info:
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features:
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- name: image
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dtype:
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array3_d:
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dtype: uint16
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shape:
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- 64
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- 64
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- 13
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- name: label
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dtype:
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class_label:
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names:
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'0': Annual Crop
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'1': Forest
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'2': Herbaceous Vegetation
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'3': Highway
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'4': Industrial Buildings
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'5': Pasture
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'6': Permanent Crop
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'7': Residential Buildings
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'8': River
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'9': SeaLake
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- name: filename
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dtype: string
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splits:
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- name: train
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num_bytes: 1995359806
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num_examples: 16200
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- name: test
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num_bytes: 665119564
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num_examples: 5400
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- name: validation
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num_bytes: 665120060
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num_examples: 5400
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download_size: 2379014584
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dataset_size: 3325599430
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configs:
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- config_name: default
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data_files:
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- split: train
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path: data/train-*
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- split: test
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path: data/test-*
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- split: validation
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path: data/validation-*
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---
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# EuroSAT MSI
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data/test-00000-of-00002.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:6992cdb990651d0ed74b18e3bcde535339a8bcbe63ab213d188c18a2c2b0e77d
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size 237504476
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data/test-00001-of-00002.parquet
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version https://git-lfs.github.com/spec/v1
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size 237860730
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data/train-00000-of-00004.parquet
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version https://git-lfs.github.com/spec/v1
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size 353593499
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data/train-00001-of-00004.parquet
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version https://git-lfs.github.com/spec/v1
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size 359820505
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data/train-00002-of-00004.parquet
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version https://git-lfs.github.com/spec/v1
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size 360482863
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data/train-00003-of-00004.parquet
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version https://git-lfs.github.com/spec/v1
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size 351162848
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data/validation-00000-of-00002.parquet
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version https://git-lfs.github.com/spec/v1
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size 237013996
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data/validation-00001-of-00002.parquet
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size 241575667
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