Walking sample: data.jsonl at root; metadata/*.json for viewer-safe layout + README

README.md

@@ -9,6 +9,11 @@ tags:
 - mediapipe
 - motion-dataset
 - quality-vision
+- biometrics
+- human-computer-interaction
+- rehabilitation-data
+- sports-science
+- motion-capture
 pretty_name: QualityVision Walking Sample (compact, 2D pose)
 size_categories:
 - n<1K
@@ -22,8 +27,21 @@ configs:
 
 # QualityVision Walking Sample (compact)
 
+**Need production-scale pose data?** Browse **ready-made JSONL bundles** (thousands of HQ frames, full manifests, schema docs) and **Dataset Lab** plans on **[qvision.space — Dataset pricing](https://qvision.space/dataset-pricing)**. This Hub repo is a **small non-commercial sample** so you can validate parsing and quality before you buy.
+
 **Small** **high-quality 2D pose** clip for **walking**, exported from the [Quality Vision Motion Dataset Engine](https://github.com/Alaaharoun/QualityVision-Motion-Dataset-Samples) pipeline: **HQ frame filtering**, optional **temporal smoothing** on accepted frames, and **sequence diagnostics** in `features.json`.
 
+## This sample vs full commercial exports
+
+| | **This Hub sample** | **Paid exports & Lab** ([pricing](https://qvision.space/dataset-pricing)) |
+|---|---------------------|----------------------------------------------------------------------------|
+| **Scale** | Compact clip (**~80 rows** in `data.jsonl` on the Hub) | **Thousands** of HQ frames across curated bundles; higher caps via annual frame quotas |
+| **Use case** | Parse the format, prototype models, academic / NC research under the license | Production datasets, larger actions (e.g. running, dancing bundles), repeatable exports |
+| **Support** | Community / docs on GitHub | Checkout via Gumroad; **commercial licensing** and custom scope quoted separately |
+| **Deliverables** | JSONL + `metadata/*` as listed below | Full `dataset/` trees (manifests, diagnostics, SHA256, optional one-pager PDFs) per product page |
+
+**Export format:** 2D landmarks in **normalized image space** (see `features.json`). This sample does **not** include raw video files.
+
 For the **full 24-source bulk export** (~967 HQ frames, ~2901 merged rows, mean quality ~0.82), clone the GitHub repo and use `bulk_24_videos_6a173caf_dataset/`, or mirror [`README_HF_BULK.md`](https://github.com/Alaaharoun/QualityVision-Motion-Dataset-Samples/blob/main/README_HF_BULK.md) to a separate Hugging Face dataset via `scripts/upload_bulk_to_huggingface.ps1`.
 
 ## Files
@@ -60,7 +78,7 @@ path = hf_hub_download(
 
 ## License
 
-**CC BY-NC 4.0** — see repository `LICENSE` on [GitHub](https://github.com/Alaaharoun/QualityVision-Motion-Dataset-Samples). Commercial use outside NC terms requires a separate agreement.
+**CC BY-NC 4.0** — see repository `LICENSE` on [GitHub](https://github.com/Alaaharoun/QualityVision-Motion-Dataset-Samples). **Non-commercial** use is allowed under the license terms. **Commercial** redistribution or product use requires a **separate agreement** — see **[Dataset pricing & contact](https://qvision.space/dataset-pricing)** for ready-made bundles and licensing.
 
 ## Citation