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- ---
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- dataset_info:
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- features:
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- - name: image
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- dtype: image
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- - name: label
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- dtype: image
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- splits:
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- - name: train
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- num_bytes: 860702888.24
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- num_examples: 2030
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- - name: val
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- num_bytes: 112788665.0
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- num_examples: 255
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- - name: test
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- num_bytes: 109085193.0
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- num_examples: 249
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- download_size: 1113718666
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- dataset_size: 1082576746.24
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- configs:
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- - config_name: default
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- data_files:
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- - split: train
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- path: data/train-*
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- - split: val
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- path: data/val-*
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- - split: test
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- path: data/test-*
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- ---
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-
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- # Dataset Card for [Dataset Name]
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-
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- <!-- Provide a quick summary of the dataset. -->
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-
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- This dataset consists of images and their corresponding labels, divided into three splits: train, validation (val), and test. It is designed for tasks involving image classification.
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-
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- ## Dataset Details
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-
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- ### Dataset Description
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-
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- <!-- Provide a longer summary of what this dataset is. -->
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-
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- This dataset contains high-quality labeled image data structured as follows:
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- - **Train Split:** Contains images and labels for model training.
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- - **Validation Split:** Contains images and labels for model validation during development.
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- - **Test Split:** Contains images and labels for final evaluation.
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-
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- Each split includes:
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- - **Images:** Input image data in PNG format.
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- - **Labels:** Corresponding labels or annotations for the images in PNG format.
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-
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- - **Curated by:** [Add details about the creator]
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- - **Funded by [optional]:** [Add funding details if applicable]
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- - **Shared by [optional]:** [Add sharing details if applicable]
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- - **License:** [Specify license, e.g., CC-BY-SA 4.0]
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-
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- ### Dataset Sources [optional]
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-
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- <!-- Provide the basic links for the dataset. -->
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-
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- - **Paper [optional]:** [Provide link to related paper, if any]
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-
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- ### Direct Use
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-
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- <!-- This section describes suitable use cases for the dataset. -->
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-
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- This dataset can be used for:
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- - Deep learning model training and evaluation
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-
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- ## Dataset Structure
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-
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- <!-- This section provides a description of the dataset fields, and additional information about the dataset structure such as criteria used to create the splits, relationships between data points, etc. -->
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- The dataset is structured as follows:
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-
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- ```
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- /dataset_root
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- |-- train/
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- | |-- images/
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- | | |-- image_1.png
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- | | |-- image_2.png
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- | |-- labels/
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- | |-- label_1.png
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- | |-- label_2.png
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- |-- val/
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- | |-- images/
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- | |-- labels/
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- |-- test/
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- |-- images/
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- |-- labels/
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- ```
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-
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- ### Fields:
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- - **images/**: Folder containing input images in PNG format.
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- - **labels/**: Folder containing labels for the images in PNG format.
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-
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- ## Dataset Creation
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-
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- ### Source Data
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- <!-- This section describes the source data (e.g. news text and headlines, social media posts, translated sentences, ...). -->
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-
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- #### Data Collection and Processing
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- <!-- This section describes the data collection and processing process such as data selection criteria, filtering and normalization methods, tools and libraries used, etc. -->
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- Images were collected from [source] and labeled using [tool/method]. Data normalization and resizing were performed to standardize input dimensions.
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-
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- #### Who are the source data producers?
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- <!-- This section describes the people or systems who originally created the data. -->
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- The images were sourced from [platform/community/dataset] and annotated by [annotator team/automated process].
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- ### Recommendations
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- <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
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- Users should review dataset samples to assess its suitability for their specific application.
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- ## Citation [optional]
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- <!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->
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- **BibTeX:**
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- [Provide BibTeX citation]
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- **APA:**
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- [Provide APA citation]
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