Datasets:
Tasks:
Image Classification
Modalities:
Image
autotrain-data-processor
commited on
Commit
•
5b5a2ca
1
Parent(s):
b47bc87
Processed data from AutoTrain data processor ([2022-11-24 14:21 ]
Browse files- README.md +53 -0
- processed/dataset_dict.json +1 -0
- processed/train/dataset.arrow +3 -0
- processed/train/dataset_info.json +42 -0
- processed/train/state.json +17 -0
- processed/valid/dataset.arrow +3 -0
- processed/valid/dataset_info.json +42 -0
- processed/valid/state.json +17 -0
README.md
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---
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task_categories:
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- image-classification
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---
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# AutoTrain Dataset for project: shapes
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## Dataset Description
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This dataset has been automatically processed by AutoTrain for project shapes.
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### Languages
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The BCP-47 code for the dataset's language is unk.
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## Dataset Structure
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### Data Instances
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A sample from this dataset looks as follows:
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```json
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[
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{
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"image": "<28x28 RGB PIL image>",
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"target": 0
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},
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{
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"image": "<28x28 RGB PIL image>",
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"target": 2
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}
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]
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```
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### Dataset Fields
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The dataset has the following fields (also called "features"):
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```json
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{
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"image": "Image(decode=True, id=None)",
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"target": "ClassLabel(num_classes=3, names=['circles', 'squares', 'triangles'], id=None)"
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}
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```
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### Dataset Splits
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This dataset is split into a train and validation split. The split sizes are as follow:
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| Split name | Num samples |
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| ------------ | ------------------- |
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| train | 240 |
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| valid | 60 |
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processed/dataset_dict.json
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{"splits": ["train", "valid"]}
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processed/train/dataset.arrow
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version https://git-lfs.github.com/spec/v1
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oid sha256:fd830c4d63830be9658e389a7e5a7519aa266a957afa3b449707fd06645da3cc
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size 128200
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processed/train/dataset_info.json
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{
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"builder_name": null,
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"citation": "",
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"config_name": null,
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"dataset_size": null,
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"description": "AutoTrain generated dataset",
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"download_checksums": null,
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"download_size": null,
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"features": {
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"image": {
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"decode": true,
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"id": null,
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"_type": "Image"
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},
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"target": {
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"num_classes": 3,
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"names": [
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"circles",
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"squares",
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"triangles"
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],
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"id": null,
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"_type": "ClassLabel"
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}
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},
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"homepage": "",
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"license": "",
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"post_processed": null,
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"post_processing_size": null,
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"size_in_bytes": null,
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"splits": {
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"train": {
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"name": "train",
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"num_bytes": 127345,
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"num_examples": 240,
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"dataset_name": null
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}
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},
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"supervised_keys": null,
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"task_templates": null,
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"version": null
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}
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processed/train/state.json
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{
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"_data_files": [
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{
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"filename": "dataset.arrow"
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}
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],
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"_fingerprint": "6d5333b8d87a45d6",
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"_format_columns": [
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"image",
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"target"
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],
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"_format_kwargs": {},
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"_format_type": null,
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"_indexes": {},
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"_output_all_columns": false,
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"_split": null
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}
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processed/valid/dataset.arrow
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version https://git-lfs.github.com/spec/v1
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oid sha256:f863366321102add5ecd62b56c523a462c3b9756108dadc6fbcea8e5d89b8ea0
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size 31992
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processed/valid/dataset_info.json
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{
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"builder_name": null,
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"citation": "",
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"config_name": null,
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"dataset_size": null,
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"description": "AutoTrain generated dataset",
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"download_checksums": null,
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"download_size": null,
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"features": {
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"image": {
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"decode": true,
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"id": null,
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"_type": "Image"
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},
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"target": {
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"num_classes": 3,
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"names": [
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"circles",
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"squares",
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"triangles"
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],
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"id": null,
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"_type": "ClassLabel"
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}
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},
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"homepage": "",
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"license": "",
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"post_processed": null,
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"post_processing_size": null,
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"size_in_bytes": null,
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"splits": {
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"valid": {
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"name": "valid",
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"num_bytes": 31131,
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"num_examples": 60,
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"dataset_name": null
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}
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},
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"supervised_keys": null,
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"task_templates": null,
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"version": null
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}
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processed/valid/state.json
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{
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"_data_files": [
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{
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"filename": "dataset.arrow"
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}
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],
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"_fingerprint": "04d6545019254a00",
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"_format_columns": [
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"image",
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"target"
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],
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"_format_kwargs": {},
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"_format_type": null,
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"_indexes": {},
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"_output_all_columns": false,
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"_split": null
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}
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