Datasets:
Tasks:
Image Classification
Sub-tasks:
multi-class-image-classification
Languages:
English
Size:
1K<n<10K
Tags:
biology
License:
adds dataset infos
Browse files- README.md +11 -1
- dataset_infos.json +66 -0
README.md
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- biology
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size_categories:
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- 1K<n<10K
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-
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- biology
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size_categories:
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- 1K<n<10K
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dataset_info:
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dataset_size: 2378872
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---
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# Dataset Card for "Bird Species"
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## Dataset Summary
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The dataset encompasses 525 bird species with a total of 84,635 training images, 2,625 test images, and 2,625 validation images, all formatted as 224x224x3 color images in jpg.
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The dataset is sourced from Kaggle and can be found [here](https://www.kaggle.com/datasets/gpiosenka/100-bird-species).
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dataset_infos.json
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{
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"bird-species-dataset": {
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"description": "A dataset of bird species downloaded from kaggle.",
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"citation": "",
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"homepage": "https://www.kaggle.com/datasets/gpiosenka/100-bird-species",
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"license": "",
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"features": {
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"image": {
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"id": null,
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"_type": "Image"
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},
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"label": {
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"num_classes": 525,
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"names": [],
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"names_file": "birds_labels.txt",
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"id": null,
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"_type": "ClassLabel"
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}
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},
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"post_processed": null,
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"supervised_keys": {
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"input": "image",
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"output": "label"
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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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"image_column": "image",
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"label_column": "label",
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"num_classes": 525
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}
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],
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"builder_name": "bird-species-dataset",
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"config_name": "bird-species-dataset",
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"version": {
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"version_str": "0.1.0",
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"description": null,
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"major": 0,
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"minor": 1,
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"patch": 0
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},
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"splits": {
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"train": {
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"name": "train",
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"num_bytes": 2033244,
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"num_examples": 84635,
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"dataset_name": "bird-species-dataset"
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},
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"test": {
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"name": "test",
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"num_bytes": 64708,
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"num_examples": 2625,
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"dataset_name": "bird-species-dataset"
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},
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"validation": {
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"name": "validation",
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"num_bytes": 64324,
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"num_examples": 2625,
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"dataset_name": "bird-species-dataset"
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}
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},
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"post_processing_size": null,
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"dataset_size": 2378872,
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"size_in_bytes": 2378872
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}
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}
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