diff --git a/.gitattributes b/.gitattributes
index bed0738c7eeb449bca98b5d2f33c89a1ee56349a..9f1954bf5cc15c3a6a9235d6798f6e4f455756b6 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -58,3 +58,196 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
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diff --git a/README.md b/README.md
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@@ -0,0 +1,16 @@
+# Tree Orchard Detection Dataset
+
+This dataset consists of tiled satellite images and their corresponding annotations for tree orchard detection.
+
+## Dataset Structure
+
+- `image/`: Contains the spectral tiles (TIF format).
+  - `train/`: Training images (153 tiles).
+  - `test/`: Testing images (40 tiles).
+- `annotation/`: Contains the annotation masks (TIF format).
+  - `train/`: Training masks (153 tiles).
+  - `test/`: Testing masks (40 tiles).
+
+## Usage
+
+This dataset is intended for training machine learning models for detecting and counting trees in orchards from high-resolution satellite imagery. The images are likely 3-band (RGB) or 4-band (RGBN) tiles extracted from larger satellite scenes.
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