Datasets:
Tasks:
Image Classification
Modalities:
Image
autotrain-data-processor
commited on
Commit
•
c680d31
1
Parent(s):
24570df
Processed data from AutoTrain data processor ([2022-10-19 14:45 ]
Browse files- README.md +53 -0
- processed/dataset_dict.json +1 -0
- processed/train/dataset.arrow +3 -0
- processed/train/dataset_info.json +63 -0
- processed/train/state.json +17 -0
- processed/valid/dataset.arrow +3 -0
- processed/valid/dataset_info.json +63 -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: swin-muppet
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## Dataset Description
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This dataset has been automatically processed by AutoTrain for project swin-muppet.
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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": "<286x286 RGB PIL image>",
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"target": 7
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},
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{
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"image": "<169x170 RGB PIL image>",
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"target": 13
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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=24, names=['Animal', 'Beaker', 'Bert', 'BigBird', 'Bunsen', 'Camilla', 'CookieMonster', 'Elmo', 'Ernie', 'Floyd', 'Fozzie', 'Gonzo', 'Grover', 'Kermit', 'Oscar', 'Pepe', 'Piggy', 'Rowlf', 'Scooter', 'Statler', 'SwedishChef', 'TheCount', 'Waldorf', 'Zoot'], 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 | 599 |
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| valid | 162 |
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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 sha256:0cae4266ca3baf764419a762269af768fb769275da36d1625fceca156d3cf5b6
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size 13576392
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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": 24,
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"names": [
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"Animal",
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"Beaker",
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"Bert",
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"BigBird",
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"Bunsen",
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"Camilla",
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"CookieMonster",
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"Elmo",
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"Ernie",
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"Floyd",
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"Fozzie",
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"Gonzo",
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"Grover",
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"Kermit",
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"Oscar",
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"Pepe",
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"Piggy",
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"Rowlf",
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"Scooter",
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"Statler",
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"SwedishChef",
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"TheCount",
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"Waldorf",
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"Zoot"
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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": 13575334,
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"num_examples": 599,
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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": "88cedd5caa87f657",
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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 sha256:42b5d7bf379ff1177a686e183f4f21db27fe037eb854ebf6daded5d5cb03a805
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size 2848232
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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": 24,
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"names": [
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"Animal",
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"Beaker",
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"Bert",
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"BigBird",
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"Bunsen",
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"Camilla",
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"CookieMonster",
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"Elmo",
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"Ernie",
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"Floyd",
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"Fozzie",
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"Gonzo",
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"Grover",
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"Kermit",
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"Oscar",
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"Pepe",
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"Piggy",
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"Rowlf",
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"Scooter",
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"Statler",
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"SwedishChef",
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"TheCount",
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"Waldorf",
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"Zoot"
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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": 2847172,
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"num_examples": 162,
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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": "cb152c89f0bab725",
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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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