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- README.dataset.txt +11 -0
- README.md +142 -0
- README.roboflow.txt +29 -0
- data.yaml +24 -0
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README.dataset.txt
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# tabular data > release-640
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https://universe.roboflow.com/roboflow-100/tabular-data-wf9uh
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Provided by a Roboflow user
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License: CC BY 4.0
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This dataset was originally created by [Rik Biswas, Aakansha Prasad, Sarmistha Das](https://universe.roboflow.com/rik-biswas/). To see the current project, which may have been updated since this version, please go here: https://universe.roboflow.com/rik-biswas/tabular-data-dh4ek.
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This dataset is part of [RF100](https://rf100.org), an [Intel-sponsored](https://www.intel.com/) initiative to create a new object detection benchmark for model generalizability.
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Access the RF100 Github repo: https://github.com/roboflow-ai/roboflow-100-benchmark
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README.md
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---
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license: cc-by-4.0
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task_categories:
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- object-detection
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tags:
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- roboflow
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- roboflow-100
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- rf100
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- yolo
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- libreyolo
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- documents
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- computer-vision
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- bounding-box
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pretty_name: "Tabular Data Wf9Uh"
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size_categories:
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- 1K<n<10K
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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: string
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splits:
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- name: train
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num_examples: 3251
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- name: validation
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num_examples: 409
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- name: test
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num_examples: 206
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---
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# Tabular Data Wf9Uh
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This dataset is part of the **Roboflow 100** benchmark, a diverse collection of 100 object detection datasets spanning 7 imagery domains.
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## Dataset Description
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- **Source:** [Roboflow 100](https://github.com/roboflow/roboflow-100-benchmark)
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- **Category:** Documents
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- **License:** CC-BY-4.0
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- **Format:** YOLO (LibreYOLO compatible)
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- **Mirrored on:** 2026-01-20
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## Dataset Statistics
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| Split | Images |
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|-------|--------|
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| Train | 3,251 |
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| Validation | 409 |
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| Test | 206 |
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| **Total** | **3,866** |
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## Classes (12)
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- -
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- bold_parent_row
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- bold_row
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- closure_row
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- column
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- direct_children
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- non_bold_parent_row
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- non_bold_row
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- parent_column
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- prime_parent
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- sub_row
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- table
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## Usage
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### With LibreYOLO
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```python
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from libreyolo import LIBREYOLO
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# Load a model
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model = LIBREYOLO(model_path="libreyoloXnano.pt")
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# Train on this dataset
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model.train(data='path/to/data.yaml', epochs=100)
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```
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### Download from HuggingFace
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```python
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from huggingface_hub import snapshot_download
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# Download the dataset
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snapshot_download(
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repo_id="Libre-YOLO/tabular-data-wf9uh",
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repo_type="dataset",
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local_dir="./tabular-data-wf9uh"
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)
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```
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## Directory Structure
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```
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tabular-data-wf9uh/
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├── data.yaml # Dataset configuration
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├── README.md # This file
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├── train/
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│ ├── images/ # Training images
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│ └── labels/ # Training labels (YOLO format)
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├── valid/
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│ ├── images/ # Validation images
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│ └── labels/ # Validation labels
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└── test/
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├── images/ # Test images (if available)
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└── labels/ # Test labels
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```
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## Label Format
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Labels are in YOLO format (one `.txt` file per image):
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```
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<class_id> <x_center> <y_center> <width> <height>
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```
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All coordinates are normalized to [0, 1].
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## Citation
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If you use this dataset, please cite the Roboflow 100 benchmark:
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```bibtex
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@misc{rf100_2022,
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Author = {Floriana Ciaglia and Francesco Saverio Zuppichini and Paul Guerrie and Mark McQuade and Jacob Solawetz},
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Title = {Roboflow 100: A Rich, Multi-Domain Object Detection Benchmark},
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Year = {2022},
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Eprint = {arXiv:2211.13523},
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}
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```
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## License
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This dataset is released under the **CC-BY-4.0** license.
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Please check the original source for any additional terms.
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## Acknowledgments
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- Original dataset from [Roboflow Universe](https://universe.roboflow.com/roboflow-100/tabular-data-wf9uh)
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- Part of the [Roboflow 100 Benchmark](https://www.rf100.org/)
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- Sponsored by Intel
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README.roboflow.txt
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tabular data - v1 release-640
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==============================
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This dataset was exported via roboflow.com on April 3, 2023 at 10:05 PM GMT
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Roboflow is an end-to-end computer vision platform that helps you
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* collaborate with your team on computer vision projects
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* collect & organize images
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* understand and search unstructured image data
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* annotate, and create datasets
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* export, train, and deploy computer vision models
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* use active learning to improve your dataset over time
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For state of the art Computer Vision training notebooks you can use with this dataset,
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visit https://github.com/roboflow/notebooks
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To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com
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The dataset includes 3866 images.
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Tabular-data are annotated in YOLOv8 format.
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The following pre-processing was applied to each image:
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* Auto-orientation of pixel data (with EXIF-orientation stripping)
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* Resize to 640x640 (Stretch)
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No image augmentation techniques were applied.
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data.yaml
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names:
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- '-'
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- bold_parent_row
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- bold_row
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- closure_row
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- column
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- direct_children
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- non_bold_parent_row
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- non_bold_row
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- parent_column
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- prime_parent
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- sub_row
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- table
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nc: 12
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path: .
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roboflow:
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license: CC BY 4.0
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project: tabular-data-wf9uh
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url: https://universe.roboflow.com/roboflow-100/tabular-data-wf9uh/dataset/1
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version: 1
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workspace: roboflow-100
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test: test/images
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train: train/images
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val: valid/images
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test/images/1018_jpg.rf.b40370f5638291de54434a869243fa37.jpg
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Git LFS Details
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test/images/101_jpg.rf.3eea3be92bfb0b23e055e9dcbe4fa9a2.jpg
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Git LFS Details
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test/images/1026_png_jpg.rf.bba3ec4f33b99c10de34622d59f8b14a.jpg
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Git LFS Details
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test/images/1037_png_jpg.rf.b7c0051e5dab42f81f350d29419afa20.jpg
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Git LFS Details
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test/images/1040_jpg.rf.c1584ca7be8342885abd68553648ef14.jpg
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Git LFS Details
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test/images/105_jpg.rf.6f680ae5b9c11bfec661d9c2b06b280e.jpg
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Git LFS Details
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test/images/1064_jpg.rf.53dbc81d9258778ff49fab7020a1d80a.jpg
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Git LFS Details
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test/images/1072_jpg.rf.00074160067259e2acb2505d2fbe3296.jpg
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Git LFS Details
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test/images/1083_jpg.rf.fc653c8023855f2f70178872ed1b4854.jpg
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Git LFS Details
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test/images/1084_jpg.rf.fc46d0c507f8588a834fb3f2c96199bd.jpg
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Git LFS Details
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test/images/1091_jpg.rf.67073581abf3b5aaa31ff2a23edd3707.jpg
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Git LFS Details
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test/images/1101_jpg.rf.4b291e1e2e9f899f3998a176ced23953.jpg
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Git LFS Details
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test/images/1103_jpg.rf.41c12986b84119f77a86edec2094ad60.jpg
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Git LFS Details
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test/images/1107_jpg.rf.b7af9addfba65c8197ef4f64ca799039.jpg
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Git LFS Details
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test/images/1128_jpg.rf.af60afd65f2a21fddea03199c1d31de8.jpg
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Git LFS Details
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test/images/1140_jpg.rf.c8dbcafb83bf64304db4c5e510bb1b1f.jpg
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Git LFS Details
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test/images/1148_jpg.rf.fa0ac3874a1610b2e576961018e92c49.jpg
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Git LFS Details
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test/images/1205_jpg.rf.f7816c3bb60bd431b0f1d622fb9e048a.jpg
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Git LFS Details
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test/images/1215_jpg.rf.64a5c18874da7a6332db8947847d37a8.jpg
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Git LFS Details
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test/images/1218_jpg.rf.b51f036be07d815a07603b8a671a76b2.jpg
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Git LFS Details
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test/images/1220_jpg.rf.37cc111c46de9c3ef8ddc8f0216dec2b.jpg
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Git LFS Details
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test/images/1223_jpg.rf.bac464146ddb5f9768e2861eadda323c.jpg
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Git LFS Details
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test/images/1227_jpg.rf.1d6ba743995c00ea6050aeccb01beab9.jpg
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Git LFS Details
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test/images/1228_jpg.rf.06d7872b4fcd92f4a1d3fde95d00888f.jpg
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Git LFS Details
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test/images/1234_jpg.rf.76569a724099aef7ef0efcb131d21b90.jpg
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Git LFS Details
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test/images/1260_jpg.rf.564e53d4fa938182ad63aa28ad5dccb8.jpg
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Git LFS Details
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test/images/126_png_jpg.rf.0fc85de6ec04a27dee951bebb3814688.jpg
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Git LFS Details
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test/images/1288_jpg.rf.db0122dc1a603323dbc8fc9f7696d133.jpg
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Git LFS Details
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test/images/1292_jpg.rf.0f8a5fe68b9259a8660c80312e0e27f8.jpg
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Git LFS Details
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test/images/1300_jpg.rf.0394286b133c8729f3f6f7e477bef557.jpg
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Git LFS Details
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test/images/1301_jpg.rf.48bc03c12d4933ff5a1cb334f8fdfd14.jpg
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Git LFS Details
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test/images/1302_jpg.rf.cac15d7512940d6369e54b78cbf386bf.jpg
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Git LFS Details
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test/images/1304_jpg.rf.9c71b87d106ffe326938757e822c1994.jpg
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Git LFS Details
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test/images/138_png_jpg.rf.16ee1f3b83e7cdd5e819aecdc87043cb.jpg
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Git LFS Details
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test/images/147_png_jpg.rf.a94fb07d79e905ec0465c0d0fa87a6a4.jpg
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Git LFS Details
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test/images/173_png_jpg.rf.4e31fd37d4b476408f1e090195153a49.jpg
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Git LFS Details
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test/images/176_png_jpg.rf.5c588abf5a7525fb99a4fe0b6336a627.jpg
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Git LFS Details
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test/images/179_png_jpg.rf.32a3d202d5d861679a15746e8ff2cbdc.jpg
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Git LFS Details
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test/images/190_png_jpg.rf.d4667c8c0c4027e520fbe4227c2934d6.jpg
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Git LFS Details
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test/images/2002_jpg.rf.fce25328ae537c3424d50aa1d25e2eb3.jpg
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Git LFS Details
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test/images/200_png_jpg.rf.2b52647c5584dd206bba8462d4a9f569.jpg
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Git LFS Details
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test/images/215_png_jpg.rf.82ced0d69366bab822c59063b3d63a66.jpg
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Git LFS Details
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test/images/217_png_jpg.rf.d0ad61259de6e2a6b08534323f6706cf.jpg
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Git LFS Details
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test/images/226_png_jpg.rf.395e3390ca0439ad78d837673e66c6aa.jpg
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Git LFS Details
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test/images/22_jpg.rf.f5163e9e4bbac6869104baf7cf35b14d.jpg
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Git LFS Details
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test/images/239_png_jpg.rf.e1bdb3f05e9aacdfcc9b74ceb7880c7f.jpg
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Git LFS Details
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