Create README.md

README.md

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+---
+tags:
+- image-segmentation
+- semantic-segmentation
+- deepflash2
+license: apache-2.0
+datasets:
+- "cFOS in HC"
+library_tag: deepflash2
+---
+
+# Welcome to the demo of
+
+![deepflash2](https://raw.githubusercontent.com/matjesg/deepflash2/master/nbs/media/logo/deepflash2_logo_medium.png)
+
+- **Task**: Image Segmentation / Semantic Segmentation
+- **Paper**: The preprint of our paper is available on [arXiv](https://arxiv.org/pdf/2111.06693.pdf)
+- **Data**: The cFOS in HC dataset ([Article](https://doi.org/10.7554/eLife.59780), [Data](https://doi.org/10.5061/dryad.4b8gtht9d)) describes the indirect immunofluorescent labeling of the transcription factor cFOS in different subregions of the hippocampus after behavioral testing of the mice. 
+- **Library**: See [github](https://github.com/matjesg/deepflash2/)
+