autotrain-data-processor
commited on
Commit
·
6d0bab7
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Parent(s):
de68484
Processed data from AutoTrain data processor ([2023-07-07 15:55 ]
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 +27 -0
- processed/train/state.json +16 -0
- processed/valid/data-00000-of-00001.arrow +3 -0
- processed/valid/dataset_info.json +27 -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: inat2018
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## Dataset Description
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This dataset has been automatically processed by AutoTrain for project inat2018.
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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": "<748x800 RGB PIL image>",
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"target": 2
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},
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{
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"image": "<800x600 RGB PIL image>",
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"target": 0
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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=['1478', '613', '676'], 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 | 199 |
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| valid | 52 |
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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:c6fec79d101e749f4c765d7d7d7270ac3b7c8e35d178c7ac37eac8e92053b437
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size 125364176
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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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"1478",
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"613",
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"676"
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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": 125363400,
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"num_examples": 199,
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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": "692b5232e2a84f56",
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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 sha256:7660bd0205c42e4150fd368e1e197cb761b40be6ca556a824d5e314f5eb4ce9e
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size 32116744
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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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"1478",
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"613",
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"676"
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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": 32115967,
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"num_examples": 52,
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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": "098726dd5f12f32a",
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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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