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- # Spatio-Temporal Difference Guided Motion Deblurring with the Complementary Vision Sensor
 
 
 
 
 
 
 
 
 
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  This repository contains the dataset presented in the paper [Spatio-Temporal Difference Guided Motion Deblurring with the Complementary Vision Sensor](https://huggingface.co/papers/2604.10554).
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  The Complementary Vision Sensor (CVS), known as Tianmouc, captures synchronized RGB frames together with high-frame-rate, multi-bit spatial difference (SD, encoding structural edges) and temporal difference (TD, encoding motion cues) data within a single RGB exposure. This dataset facilitates research in RGB deblurring under extreme dynamic scenes by leveraging these complementary modalities.
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- - **Project Page:** [https://tmcDeblur.github.io/](https://tmcDeblur.github.io/)
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- - **GitHub Repository:** [https://github.com/linyang2004/tmcDeblur](https://github.com/linyang2004/tmcDeblur)
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- - **Paper:** [https://huggingface.co/papers/2604.10554](https://huggingface.co/papers/2604.10554)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ <div align="center">
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+ <h1 style="border-bottom: none;">🎥 SportsSloMo-CVS Dataset</h1>
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+ [![arXiv](https://img.shields.io/badge/arXiv-Paper-b31b1b.svg?logo=arxiv)](https://arxiv.org/abs/2604.10554)
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+ [![Project Page](https://img.shields.io/badge/🏠-Project%20Page-blue.svg)](https://tmcdeblur.github.io/)
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+ [![GitHub](https://img.shields.io/badge/GitHub-Code-black.svg?logo=github)](https://github.com/Tianmouc/tmcDeblur)
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+ [![GitHub](https://img.shields.io/badge/GitHub%20Org-TianMouCV-black.svg?logo=github)](https://github.com/Tianmouc)
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+
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+ </div>
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  This repository contains the dataset presented in the paper [Spatio-Temporal Difference Guided Motion Deblurring with the Complementary Vision Sensor](https://huggingface.co/papers/2604.10554).
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  The Complementary Vision Sensor (CVS), known as Tianmouc, captures synchronized RGB frames together with high-frame-rate, multi-bit spatial difference (SD, encoding structural edges) and temporal difference (TD, encoding motion cues) data within a single RGB exposure. This dataset facilitates research in RGB deblurring under extreme dynamic scenes by leveraging these complementary modalities.
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+ # 📦 Dataset Overview
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+ This is a large-scale, real-captured and pixel-level aligned dataset with diverse scenes, supporting multi-exposure and multi-form motion deblurring with CVS.
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+ It contains:
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+ - **98,569** training pairs
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+ - **1,928** validation pairs
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+ - **1,820** test pairs
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+ Each clip folder represents one continuous motion scene.
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+ # 📂 Directory Structure
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+ | Root | RGB Exposure Time (us) | Blur Length | Log |Description |
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+ |--------|------------|------------|------------|------------|
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+ | `Tianmouc_dataset_SportsSloMo_1160_1000_14520_1240/` | 14,520 |11 | `log_1160_1000_14520_1240_filtered_fixed.csv` |heavy blur |
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+ | `Tianmouc_dataset_SportsSloMo_1560_870_11880_1240/` | 11,880 |9 | `log_1560_870_11880_1240_filtered_fixed.csv` |medium-heavy blur |
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+ | `Tianmouc_dataset_SportsSloMo_1480_1150_9240_1240/` | 9,240 |7 | `log_1480_1150_9240_1240_filtered_fixed.csv` |medium blur |
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+ | `Tianmouc_dataset_SportsSloMo_2830_880_6600_1240/` | 6,600 |5 | `log_2830_880_6600_1240_filtered_fixed.csv` |light blur |
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+ | `Tianmouc_dataset_SportsSloMo_cop_parts/` | - | - | - | GT |
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+ | `group_gt_parts/` | - | - | - | the original images used for making the dataset |
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+ <!-- Each path corresponds to a different exposure condition in COP. -->
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+ # 🔀 Train / Val / Test Split
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+ Controlled by:
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+ - `val_clip_info.txt`
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+ - `test_clip_info.txt`
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+ Rules:
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+ - Train: excludes val/test clips
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+ - Val/Test: only includes specified clips
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+ # 👀 Data Preview
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+ ### 1. Install tianmoucv
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+
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+ ```bash
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+ pip install tianmoucv
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+ ```
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+ ### 2. Quick Data Preview
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+ We provide a Jupyter Notebook to help you quickly visualize the data. (**[link](https://huggingface.co/datasets/mypThu/SportsSlomo-CVS/tree/main/SportsSloMo-CVS_preview.ipynb)**)
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