license: other
license_name: datacluster-commercial-sample
license_link: LICENSE
tags:
- object-detection
- image-classification
- mobile-phone
- smartphone
- crack-detection
- generative-ai
- visual-question-answering
- computer-vision
- sample-dataset
pretty_name: Mobile Phone Dataset — Smartphone and Feature Phone (Sample)
size_categories:
- n<1K
task_categories:
- object-detection
- image-classification
Mobile Phone Dataset — Smartphone and Feature Phone (Sample)
⚠️ This is a free sample subset for evaluation purposes only.
The full dataset (3,000+ HD images) is available for commercial licensing.
Contact: sales@datacluster.ai · datacluster.ai
Dataset Summary
This dataset is an extremely challenging collection of original mobile phone images, crowdsourced from over 1,000 urban and rural areas. Every image is manually reviewed and verified by computer vision professionals at DataCluster Labs.
Optimized for Generative AI, Visual Question Answering, Image Classification, and LMM development, this dataset provides a strong basis for robust model performance in mobile phone detection and related tasks.
Dataset Features (Full Dataset)
| Feature | Detail |
|---|---|
| Dataset size | 3,000+ images |
| Captured by | 1,000+ crowdsource contributors |
| Resolution | 99% HD and above (1920x1080+) |
| Location | 600+ cities across India |
| Diversity | Day, night, varied distances, viewpoints |
| Device | Mobile phones, captured 2020–2021 |
| Applications | Mobile phone detection, cracked screen detection |
| Ownership | Exclusively owned by DataCluster Labs — not scraped from the internet |
Sample vs. Full Dataset
| Sample (this repo) | Full Dataset | |
|---|---|---|
| Images | Small representative subset | 3,000+ |
| Annotation formats | Pascal VOC (XML) | COCO, YOLO, Pascal VOC, TF-Record |
| Resolution | HD and above | 99% HD and above (1920x1080+) |
| Commercial use | ❌ Not permitted | ✅ With license |
| Redistribution | ❌ Not permitted | Per license terms |
To license the full dataset: sales@datacluster.ai
Dataset Structure
Mobile_Phone_Dataset_Smartphone_and_Feature_Phone/
├── images/
│ ├── img001.jpg
│ └── ...
└── annotations/
└── voc/
├── img001.xml
└── ...
Each XML file contains bounding-box annotations in Pascal VOC format, with filenames matching their corresponding image.
Data Collection
- Source: Crowdsourced original photography — not downloaded from the internet
- Contributors: 1,000+ crowdsource contributors across India
- Conditions: Day, night, varied lighting, distances, and viewpoints
- Use cases: Mobile phone detection, cracked screen detection, generative AI, VQA, LMM training
How to Use
Download
huggingface-cli download Dataclusterlabspvtltd/Mobile_Phone_Dataset_Smartphone_and_Feature_Phone --repo-type dataset --local-dir ./Mobile_Phone_Dataset_Smartphone_and_Feature_Phone
Or clone directly:
git lfs install
git clone https://huggingface.co/datasets/Dataclusterlabspvtltd/Mobile_Phone_Dataset_Smartphone_and_Feature_Phone
Convert VOC to YOLO or COCO
from pylabel import importer
# VOC → YOLO
dataset = importer.ImportVOC(path="annotations/voc")
dataset.export.ExportToYoloV5(output_path="annotations/yolo")
# VOC → COCO
dataset.export.ExportToCoco(output_path="annotations/coco/annotations.json")
License
This sample dataset is released under a restricted commercial-sample license — see the LICENSE file in this repository.
Key points:
- ✅ Free to download and evaluate
- ✅ Free for academic research with attribution
- ❌ No commercial use without a license from DataCluster Labs
- ❌ No redistribution or re-upload
- ❌ No use in training commercial ML models
The images are exclusively owned by DataCluster Labs. To access the full dataset for research or commercial purposes, a license can be purchased.
Contact: sales@datacluster.ai
Citation
@misc{datacluster_mobile_phone_sample,
title = {Mobile Phone Dataset — Smartphone and Feature Phone (Sample)},
author = {DataCluster Labs},
year = {2026},
howpublished = {\url{https://huggingface.co/datasets/Dataclusterlabspvtltd/Mobile_Phone_Dataset_Smartphone_and_Feature_Phone}},
note = {Sample subset. Full dataset (3,000+ images) available for commercial licensing at sales@datacluster.ai}
}
About DataCluster Labs
DataCluster Labs specializes in managed crowd-sourced data collection and annotation — images, videos, audio, text, and surveys — through our Dailydata platform. We deliver custom datasets for computer vision, NLP, and ML use cases.
📧 Sales / Full Dataset Access: sales@datacluster.ai
🌐 Website: datacluster.ai