diff --git a/README.dataset.txt b/README.dataset.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c445548c87ae3c1354eab3dfcb6e0f2e11cdf62 --- /dev/null +++ b/README.dataset.txt @@ -0,0 +1,11 @@ +# stomata cells > release-640 +https://universe.roboflow.com/roboflow-100/stomata-cells + +Provided by a Roboflow user +License: CC BY 4.0 + +This dataset was originally created by [Anonymous](https://universe.roboflow.com/new-workspace-fditd/). To see the current project, which may have been updated since this version, please go here: https://universe.roboflow.com/new-workspace-fditd/stomata02. + +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. + +Access the RF100 Github repo: https://github.com/roboflow-ai/roboflow-100-benchmark \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..2679013d209ceffdc14ba67c4e1934e299cb5ff5 --- /dev/null +++ b/README.md @@ -0,0 +1,132 @@ +--- +license: cc-by-4.0 +task_categories: + - object-detection +tags: + - roboflow + - roboflow-100 + - rf100 + - yolo + - libreyolo + - microscopic + - computer-vision + - bounding-box +pretty_name: "Stomata Cells" +size_categories: + - 1K +``` +All coordinates are normalized to [0, 1]. + +## Citation + +If you use this dataset, please cite the Roboflow 100 benchmark: + +```bibtex +@misc{rf100_2022, + Author = {Floriana Ciaglia and Francesco Saverio Zuppichini and Paul Guerrie and Mark McQuade and Jacob Solawetz}, + Title = {Roboflow 100: A Rich, Multi-Domain Object Detection Benchmark}, + Year = {2022}, + Eprint = {arXiv:2211.13523}, +} +``` + +## License + +This dataset is released under the **CC-BY-4.0** license. +Please check the original source for any additional terms. + +## Acknowledgments + +- Original dataset from [Roboflow Universe](https://universe.roboflow.com/roboflow-100/stomata-cells) +- Part of the [Roboflow 100 Benchmark](https://www.rf100.org/) +- Sponsored by Intel diff --git a/README.roboflow.txt b/README.roboflow.txt new file mode 100644 index 0000000000000000000000000000000000000000..267e5787b6d3f0590c3f5348bf29e9963a291367 --- /dev/null +++ b/README.roboflow.txt @@ -0,0 +1,29 @@ + +stomata cells - v1 release-640 +============================== + +This dataset was exported via roboflow.com on April 3, 2023 at 9:43 PM GMT + +Roboflow is an end-to-end computer vision platform that helps you +* collaborate with your team on computer vision projects +* collect & organize images +* understand and search unstructured image data +* annotate, and create datasets +* export, train, and deploy computer vision models +* use active learning to improve your dataset over time + +For state of the art Computer Vision training notebooks you can use with this dataset, +visit https://github.com/roboflow/notebooks + +To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com + +The dataset includes 2105 images. +Stomata-cells are annotated in YOLOv8 format. + +The following pre-processing was applied to each image: +* Auto-orientation of pixel data (with EXIF-orientation stripping) +* Resize to 640x640 (Stretch) + +No image augmentation techniques were applied. + + diff --git a/data.yaml b/data.yaml new file mode 100644 index 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