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diff --git a/README.md b/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..a357ebfcdacb675a1969972e2310a0568e5fe57c
--- /dev/null
+++ b/README.md
@@ -0,0 +1,61 @@
+---
+pretty_name: LayeredFlow-Syn Extracted Ground Truth
+license: other
+size_categories:
+- n<1K
+tags:
+- synthetic
+- ground-truth
+- optical-flow
+- layered-scene
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/**/*.parquet
+dataset_info:
+  features:
+  - name: visualization
+    dtype: image
+  - name: sample_id
+    dtype: string
+  - name: scene_id
+    dtype: string
+  - name: relative_path
+    dtype: string
+  - name: num_bytes
+    dtype: int64
+  - name: sha256
+    dtype: string
+  - name: content
+    dtype: binary
+  splits:
+  - name: train
+    num_examples: 15549
+---
+
+# LayeredFlow-Syn Extracted Ground Truth
+
+This repository contains extracted LayeredFlow ground-truth annotations in Parquet format.
+
+## Layout
+
+```text
+data/<scene>/<sample>.parquet
+```
+
+For example:
+
+```text
+data/0/0_0.parquet
+```
+
+Each Parquet file stores one extracted sample. Rows correspond to files from the extracted
+sample directory and include a leftmost `visualization` image preview when available,
+`relative_path`, `num_bytes`, `sha256`, and binary `content`.
+Rows are ordered by `frame0/left`, `frame0/right`, `frame1/left`, then `frame1/right`.
+Inside each frame/view group, flow visualization PNG rows named `*_visualization.png`
+come first. `.flo` rows also use the matching `*_visualization.png` as their
+leftmost preview image, while mask/position PNG rows preview themselves.
+
+Converted selector `20` contains `515` samples.
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+version https://git-lfs.github.com/spec/v1
+oid sha256:e22b57f78e06aed94ece14dfadb1258daa9f2e71eae57e550c86c4bea053ebdd
+size 50876929
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