Create README.md

README.md

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+---
+annotations_creators:
+- expert-generated
+language:
+- en
+language_creators:
+- expert-generated
+license: cc-by-4.0
+multimodality:
+- video
+- tabular
+pretty_name: Event Human Motion Tracking Dataset
+size_categories:
+- 100M<n<1B
+tags:
+- event-based-vision
+- neuromorphic
+- human-motion-tracking
+- computer-vision
+- object-tracking
+- sensor-bias-optimization
+---
+
+# Dataset Card for Event Human Motion Tracking Dataset
+
+## Table of Contents
+- [Dataset Description](#dataset-description)
+  - [Dataset Summary](#dataset-summary)
+  - [Supported Tasks](#supported-tasks)
+- [Dataset Structure](#dataset-structure)
+  - [Directory Layout](#directory-layout)
+  - [File Descriptions](#file-descriptions)
+- [Dataset Creation](#dataset-creation)
+  - [Sensors & Hardware Setup](#sensors--hardware-setup)
+  - [Data Collection & Scenarios](#data-collection--scenarios)
+- [Usage & Integration](#usage--integration)
+- [Citation](#citation)
+
+---
+
+## Dataset Description
+
+### Dataset Summary
+The **Event Human Motion Tracking Dataset** is a dataset designed for fine-grained human motion detection, tracking, and gait/pose analysis. Recorded with a **76° Field of View (FoV)** event camera setup, the dataset explicitly evaluates the performance impact of **Default vs. Optimized sensor bias parameters** on background noise, visual clarity, and object tracking robustness.
+
+The dataset provides synchronized **`.avi` video recordings** for visual inspection, algorithmic benchmarking, and spatial ground-truth verification across both bias configurations.
+
+### Supported Tasks
+* **Human Motion Tracking:** Bounding box detection and temporal association across dynamic motion recordings.
+* **Sensor Bias Benchmarking:** Comparative evaluation of default vs. custom-optimized sensor bias settings ($76^\circ$ FoV).
+* **Neuromorphic Motion Analysis:** Feature extraction, velocity estimation, and performance assessment under varied bias regimes.
+
+---
+
+## Dataset Structure
+
+### Directory Layout
+The repository contains `.avi` video recordings separated by bias configuration, alongside compressed archives for annotations and parameter settings:
+
+```text
+Event-Human-Motion-Tracking-Dataset/
+├── Default-Bias-Data-76-Degree-FoV/     # Video recordings captured with Default Bias (.avi)
+│   ├── recording_01.avi
+│   └── recording_02.avi
+├── Optimized-Bias-Data-76-Degree-FoV/   # Video recordings captured with Optimized Bias (.avi)
+│   ├── recording_01.avi
+│   └── recording_02.avi
+├── Bias-Settings-Real-Time.zip          # Real-time sensor bias configuration logs and register settings
+├── Mixed-Bias-Data-Annotations.zip      # Ground truth bounding box annotations and track IDs
+└── README.md