Motion Blurred and Defocused Computer Vision Project

DataCluster Labs

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Description

Motion Blurred and Defocused Dataset

Real world blurred and noisy image dataset

About Dataset

This sample dataset is collected by DataCluster Labs, India. To download full datasets or to submit a request for your dataset needs, please email on: sales@datacluster.ai

This dataset consists of blurred, noisy and defocused images.

Introduction

Dataset consists of blurred images captured using mobile phones in real-world scenario. Images were captured under wide variety of lighting conditions, weather, indoor and outdoor. This dataset can be used for Image De-noising, Deblurring and noise removal algorithms. This can be also work as robust test set for denoising algorithms.

Dataset Features

  1. Captured by 3000+ unique users
  2. Rich in diversity
  3. Mobile phone view point
  4. HD Resolution
  5. Various lighting conditions
  6. Indoor and Outdoor scene

Dataset Features

  • Classification and detection annotations available
  • Multiple category annotations possible
  • COCO, PASCAL VOC and YOLO formats

**The images in this dataset are exclusively owned by Data Cluster Labs and were not downloaded from the internet. To access a larger portion of the training dataset for research and commercial purposes, a license can be purchased. Contact us at sales@datacluster.ai Visit www.datacluster.ai to know more.

Supervision

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Cite This Project

LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            motion-blurred-and-defocused_dataset,
                            title = { Motion Blurred and Defocused Dataset },
                            type = { Open Source Dataset },
                            author = { DataCluster Labs },
                            howpublished = { \url{ https://universe.roboflow.com/datacluster-labs-agryi/motion-blurred-and-defocused } },
                            url = { https://universe.roboflow.com/datacluster-labs-agryi/motion-blurred-and-defocused },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { feb },
                            note = { visited on 2024-12-22 },
                            }
                        
                    

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