Update README.md

README.md

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 # TD 01: Natural Ground Textures
 
-This dataset containts multi-photo texture captures in outdoor nature scenes — all focusing on the ground.  Each set has different photos that showcase texture variety, making them ideal for training an image generator!
+This dataset contains multi-photo texture captures in outdoor nature scenes — all focusing on the ground.  Each set has different photos that showcase texture variety, making them ideal for training a domain-specific image generator!
 
 Overall information about this dataset:
 
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 * **Size**: 77.8 Mb
 
 
-## Set #2: Dry Grass
+## Set #2: Dry Grass with Pine Needles
 
 ![preview of the files in Set #2](https://huggingface.co/datasets/texturedesign/td01_natural-ground-textures/resolve/main/docs/set02.webp)
 
@@ -67,3 +67,20 @@ Photos are arranged into multiple sets...
     - removed dry leaves and large plants
     - removed sticks, rocks and sporadic daisies
 * **Size**: 95.2 Mb
+
+
+## Set #3: Chipped Stones, Broken Leaves and Twiglets
+
+![preview of the files in Set #3](https://huggingface.co/datasets/texturedesign/td01_natural-ground-textures/resolve/main/docs/set03.webp)
+
+* **Description**:
+    - autumn path with chipped stones and dry broken leaves
+    - diffuse light on a cloudy day, very soft shadows
+* **Author**: Alex J. Champandard
+* **Number of Photos**:
+    - 9 train
+    - 3 test
+* **Edits**:
+    - removed anything that looks green, fresh leaves
+    - removed long sticks and large/odd stones
+* **Size**: 126.9 Mb