Create README.md

README.md

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+---
+configs:
+- config_name: default
+  default: true
+  features:
+  - name: image
+    dtype: image
+  - name: label
+    dtype:
+      class_label:
+        names:
+          '0': A
+          '1': AA
+          '2': AAA
+          '3': AB
+          '4': Bits
+          '5': Bulk
+          '6': C
+          '7': PB-I
+          '8': PB-II
+license: cc-by-4.0
+task_categories:
+- image-classification
+size_categories:
+- n<1K
+---
+
+# Coffee Bean Quality Classification
+
+A dataset for quality classification of Coffee Beans.  The dataset contains 464 images across 9 classes: A, AA, AAA, AB, Bits, Bulk, C, PB-I, PB-II.
+Images per class:
+- A: 50
+- AA: 61
+- AAA: 50
+- AB: 50
+- Bits: 51
+- Bulk: 50
+- C: 51
+- PB-I: 51
+- PB-II: 50
+
+This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library.
+
+## Citation
+
+```bibtex
+@article{bj2025cbd,
+  title={CBD: Coffee Beans Dataset},
+  author={BJ, Bipin Nair and KM, Abrav Nanda and Raghavendra, V and others},
+  journal={Data in Brief},
+  volume={59},
+  pages={111434},
+  year={2025},
+  publisher={Elsevier}
+}```
+
+Nair, Bipin (2024), “CBD_Coffee Bean Dataset”, Mendeley Data, V1, doi: 10.17632/52877z55vr.1