Datasets:
Tasks:
Image Classification
Formats:
parquet
Sub-tasks:
multi-class-image-classification
Languages:
English
Size:
1K - 10K
License:
Commit
•
2ef7ffe
1
Parent(s):
ff99f40
Convert dataset to Parquet
Browse filesConvert dataset to Parquet.
- README.md +16 -7
- data/test-00000-of-00001.parquet +3 -0
- data/train-00000-of-00001.parquet +3 -0
- data/validation-00000-of-00001.parquet +3 -0
- dataset_infos.json +66 -1
README.md
CHANGED
@@ -32,17 +32,26 @@ dataset_info:
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'1': bean_rust
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'2': healthy
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splits:
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- name: train
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-
num_bytes:
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num_examples: 1034
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- name: validation
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num_bytes:
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num_examples: 133
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---
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# Dataset Card for Beans
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'1': bean_rust
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'2': healthy
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splits:
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- name: test
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num_bytes: 17727076.0
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num_examples: 128
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- name: train
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num_bytes: 143966651.998
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num_examples: 1034
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- name: validation
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num_bytes: 18522559.0
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num_examples: 133
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download_size: 179988229
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dataset_size: 180216286.998
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configs:
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- config_name: default
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data_files:
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- split: test
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path: data/test-*
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- split: train
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path: data/train-*
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- split: validation
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path: data/validation-*
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---
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# Dataset Card for Beans
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data/test-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:88273e7dd963aae2a61a0bbbc3955390d8a0a83473d65de946b450d6bb151071
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size 17707203
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data/train-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:c9d48530ab4d8837e0ed81c84b41b7f01993d09501b28530c605704483c72744
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size 143780164
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data/validation-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:a9ba0dede28d39f8739427cf17358c4e92676cc265bdacf99241743f49e07b7c
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size 18500862
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dataset_infos.json
CHANGED
@@ -1 +1,66 @@
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{
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{
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"default": {
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"description": "Beans is a dataset of images of beans taken in the field using smartphone\ncameras. It consists of 3 classes: 2 disease classes and the healthy class.\nDiseases depicted include Angular Leaf Spot and Bean Rust. Data was annotated\nby experts from the National Crops Resources Research Institute (NaCRRI) in\nUganda and collected by the Makerere AI research lab.\n",
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"citation": "@ONLINE {beansdata,\n author=\"Makerere AI Lab\",\n title=\"Bean disease dataset\",\n month=\"January\",\n year=\"2020\",\n url=\"https://github.com/AI-Lab-Makerere/ibean/\"\n}\n",
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"homepage": "https://github.com/AI-Lab-Makerere/ibean/",
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"license": "",
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"features": {
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"image_file_path": {
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"dtype": "string",
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"_type": "Value"
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},
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"image": {
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"_type": "Image"
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},
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"labels": {
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"names": [
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"angular_leaf_spot",
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"bean_rust",
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"healthy"
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],
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"_type": "ClassLabel"
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}
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},
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"supervised_keys": {
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"input": "image",
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"output": "labels"
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},
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"task_templates": [
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{
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"task": "image-classification"
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}
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],
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"builder_name": "parquet",
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"dataset_name": "beans",
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"config_name": "default",
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"version": {
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"version_str": "0.0.0",
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"major": 0,
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"minor": 0,
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"patch": 0
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},
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"splits": {
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"test": {
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"name": "test",
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"num_bytes": 17727076.0,
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"num_examples": 128,
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"dataset_name": null
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},
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"train": {
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"name": "train",
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"num_bytes": 143966651.998,
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"num_examples": 1034,
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"dataset_name": null
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},
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"validation": {
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"name": "validation",
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"num_bytes": 18522559.0,
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"num_examples": 133,
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"dataset_name": null
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}
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},
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"download_size": 179988229,
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"dataset_size": 180216286.998,
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"size_in_bytes": 360204515.998
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}
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}
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