autotrain-data-processor
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Commit
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Parent(s):
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Processed data from AutoTrain data processor ([2023-05-16 17:49 ]
Browse files- README.md +53 -0
- processed/dataset_dict.json +1 -0
- processed/train/data-00000-of-00001.arrow +3 -0
- processed/train/dataset_info.json +38 -0
- processed/train/state.json +16 -0
- processed/valid/data-00000-of-00001.arrow +3 -0
- processed/valid/dataset_info.json +38 -0
- processed/valid/state.json +16 -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: doodles-30
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## Dataset Description
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This dataset has been automatically processed by AutoTrain for project doodles-30.
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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": "<256x256 RGB PIL image>",
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"target": 1
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},
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{
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"image": "<256x256 RGB PIL image>",
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"target": 3
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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(names=['ant', 'bear', 'bee', 'bird', 'cat', 'dog', 'dolphin', 'elephant', 'giraffe', 'horse', 'lion', 'mosquito', 'tiger', 'whale'], 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 | 336 |
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| valid | 84 |
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processed/dataset_dict.json
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{"splits": ["train", "valid"]}
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processed/train/data-00000-of-00001.arrow
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version https://git-lfs.github.com/spec/v1
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oid sha256:0593d032cacb662a60b9937e38a0186c8c8428b0e7cea70e68bdcb5ff9b96416
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size 789400
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processed/train/dataset_info.json
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{
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"citation": "",
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"description": "AutoTrain generated dataset",
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"features": {
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"image": {
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"_type": "Image"
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},
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"target": {
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"names": [
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"ant",
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"bear",
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"bee",
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"bird",
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"cat",
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"dog",
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"dolphin",
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"elephant",
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"giraffe",
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"horse",
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"lion",
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"mosquito",
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"tiger",
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"whale"
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],
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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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"splits": {
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"train": {
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"name": "train",
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"num_bytes": 788507,
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"num_examples": 336,
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"dataset_name": null
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}
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}
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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": "data-00000-of-00001.arrow"
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}
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],
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"_fingerprint": "bebee46db828cc34",
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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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"_output_all_columns": false,
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"_split": null
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}
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processed/valid/data-00000-of-00001.arrow
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version https://git-lfs.github.com/spec/v1
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oid sha256:933561df2503140b4444b7606121b3621a36b107969c21d5efbfeb2452d2545d
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size 200232
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processed/valid/dataset_info.json
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{
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"citation": "",
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"description": "AutoTrain generated dataset",
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"features": {
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"image": {
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"_type": "Image"
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},
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"target": {
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"names": [
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"ant",
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"bear",
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"bee",
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"bird",
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"cat",
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"dog",
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"dolphin",
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"elephant",
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"giraffe",
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"horse",
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"lion",
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"mosquito",
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"tiger",
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"whale"
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],
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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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"splits": {
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"valid": {
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"name": "valid",
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"num_bytes": 199343,
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"num_examples": 84,
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"dataset_name": null
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}
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}
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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": "data-00000-of-00001.arrow"
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}
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],
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"_fingerprint": "0fb0ff7a44814065",
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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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"_output_all_columns": false,
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"_split": null
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}
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