diff --git a/README.md b/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..1e0c3993009ff182fd0f80a70cc9dd4c24c5af19
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+---
+license: cc-by-4.0
+pretty_name: imageforge_dataset synthetic image-classification dataset
+task_categories:
+- image-classification
+tags:
+- image
+- image-classification
+- synthetic-data
+- text-to-image
+- image-to-image
+- edge-impulse
+size_categories:
+- n<1K
+---
+
+# imageforge_dataset — Synthetic Image-Classification Dataset
+
+Synthetic image-classification dataset generated with **ImageForge**
+(zerogpu_sdxl_turbo) using **text-to-image from class names + short descriptions**.
+
+## Classes
+
+| Label | Images |
+|---|---|
+| `background` | 20 |
+| `coffee-mug` | 20 |
+| `lamp` | 20 |
+
+## Layout
+
+```text
+train/<label>/<label>.<id>.jpg
+test/<label>/<label>.<id>.jpg
+metadata.csv
+```
+
+## Loading
+
+```python
+from datasets import load_dataset
+
+ds = load_dataset("imagefolder", data_dir="coffee-lamp")
+# or, once pushed to the Hub:
+ds = load_dataset("eoinedge/coffee-lamp")
+print(ds)
+```
+
+## Edge Impulse
+
+Filenames use the `label.<id>.jpg` convention, so they upload directly:
+
+```bash
+edge-impulse-uploader --category training train/**/*.jpg
+```
+
+## Notes
+
+Synthetic images are a bootstrap for image-classification models. Validate with
+real captures from the target device's camera before deployment.
diff --git a/dataset_summary.json b/dataset_summary.json
new file mode 100644
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--- /dev/null
+++ b/dataset_summary.json
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+{
+  "dataset": "imageforge_dataset",
+  "backend": "zerogpu_sdxl_turbo",
+  "mode": "text",
+  "image_size": 512,
+  "images_per_class": 20,
+  "total_images": 60,
+  "labels": {
+    "coffee-mug": 20,
+    "lamp": 20,
+    "background": 20
+  },
+  "splits": {
+    "train": 46,
+    "test": 14
+  },
+  "failed": 0
+}
\ No newline at end of file
diff --git a/metadata.csv b/metadata.csv
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+file_name,label,split
+train/background/background.0c5a0d3d403b.jpg,background,train
+train/background/background.274d6ccdbef1.jpg,background,train
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+train/background/background.fd1d80c5d74b.jpg,background,train
+train/coffee-mug/coffee-mug.24b3eee268b2.jpg,coffee-mug,train
+train/coffee-mug/coffee-mug.708aa88270b4.jpg,coffee-mug,train
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+train/coffee-mug/coffee-mug.ff13e204044c.jpg,coffee-mug,train
+train/lamp/lamp.00ab06708e37.jpg,lamp,train
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