Update README.md

README.md

@@ -32,3 +32,54 @@ processing_description: Filtered missing body keypoint annotations, reformatted
 source_datasets:
 - extended
 ---
+
+![image/webp](https://cdn-uploads.huggingface.co/production/uploads/647777304ae93470ffc28913/kZIoNBVWOVhXnJVvDu1HH.webp)
+
+# Dataset Card for the PoseText Dataset
+
+The PoseText Dataset can be used to enhance vision-language model performance in the task of human pose estimation.
+
+## Dataset Details
+
+### Dataset Description
+
+Parsing body keypoints from the [Voxel51/MPII_Human_Pose_Dataset](https://huggingface.co/datasets/Voxel51/MPII_Human_Pose_Dataset), parsing into a text-based format used in [Molmo](https://huggingface.co/allenai/Molmo-7B-O-0924/discussions/1)
+
+```python
+import re
+import numpy as np
+
+def extract_points(molmo_output, image_w, image_h):
+    all_points = []
+    for match in re.finditer(r'x\d*="\s*([0-9]+(?:\.[0-9]+)?)"\s+y\d*="\s*([0-9]+(?:\.[0-9]+)?)"', molmo_output):
+        try:
+            point = [float(match.group(i)) for i in range(1, 3)]
+        except ValueError:
+            pass
+        else:
+            point = np.array(point)
+            if np.max(point) > 100:
+                # Treat as an invalid output
+                continue
+            point /= 100.0
+            point = point * np.array([image_w, image_h])
+            all_points.append(point)
+    return all_points
+```
+
+- **Curated by:** [remyx.ai]
+- **Language(s) (NLP):** [en]
+
+## Citation
+If you found this resource useful, please consider citing:
+```
+@misc{posetext2024,
+  title={PoseText},
+  author={Terry Rodriguez and Salma Mayorquin},
+  organization={Remyx AI},
+  year={2024},
+  month={September},
+  note = {Dataset},
+  url = {https://huggingface.co/datasets/salma-remyx/PoseText}
+}
+```