Data Generation & Collection

High-quality data collection on a large scale is a fast and efficient way to gather useful information.

Generating & Collecting AI data with your trusted partner

Using advanced technology and AI-driven tools, we continually strive to fulfill your data collection and generation needs. We provide field data for AI and ML project preparation, development, implementation, and deployment, including training data and testing data. Our AI Data Collection and generation processes with powered techniques are also supervised by industry experts to ensure accuracy.

Business Trusted Partner
Data Collection Services

Technology-backed outstanding accuracy

Through our API-integrated platform, you can fetch services within minutes to meet your AI-ML project requirements, utilizing modern technology, software tools, and AI algorithms. We provide all types of data, whether positive or negative, RSS feeds, permuted data, or transactional data. In addition, we provide test data in a variety of formats, including X12 EDI and other dynamic standards. Data experts and industry specialists carefully review our dataset generation & collection process powered by advanced AI algorithms to ensure accuracy and quality.

Explore our AI data collection services

Data collection & generation assistance includes identification, integration, profiling, cleaning, and preparing data so that it can be used for training and testing software applications, machine learning models, and augmented algorithms. Some of our services are listed below.

Text Data Collection Services For Natural Language Processing

Text Collection

To help you train and develop precise ML and NLP models, our AI-assisted professional team strives to deliver exceptional multilingual textual datasets. Using our AI-driven systems, text detection algorithms, and text recognition software, we collect data for a variety of textual data formats, including receipts, invoices, tickets, medical notes, financial reports, electronic health records, physician dictation transcripts, etc. We help you unlock significant information hidden in unstructured textual data by offering state-of-the-art data collection services.

OCR Data Sets Collection


Text Transcript Data Collection


Invoices / Receipts Data Collection


Documents Data Collection

Image Data Collection Services For Computer Vision


Human Facial Images Data Collection

Image Data Collection

Objects Images Data Collection


Documents Images Data Collection


Human Gesture Data Collection

Image Collection

Our services include image-based datasets for drone training and development, self-driving vehicles, healthcare imaging and scanning, and other computer-vision applications. Data collection services include document collection, facial recognition data collection, medical image collection, and food dataset collection, as well as semantic segmentation, classification, categorization, and transcription of images. To equip your software models and machine learning applications for OCR training, object tracking, biometric analysis, and more, we collect data for a vast range of images.

Audio Data Collection Services For Natural Language Processing

Audio Collection

In addition to audio datasets, Macgence offers real-time configuration in 120+ languages and dialects. Using our NLP-curated high-quality audio datasets, you can train and develop digital assistants, eCommerce chatbots, ASR models, and TTS models. We offer all types of audio and speech data collection services, whether you want to collect professional recordings or classify pre-recorded samples. In addition to 500+ certified linguists and native speakers, we facilitate large volumes of validated audio data.

Media Speech Collection

Speech Recognition

Dialogue Speech Collection

Wake world Training Data Collection

Discussion Speech Collection

Audio Data Collection

Monologue Speech Collection

Video Data Collection For Computer Vision

Data Collection

Vehicles Videos Collection

Data Collection

CCTV/Drones Videos Collection

Data Collection

Human face Video Collection


Objects Video Collection

Video Collection

To train your machine learning and computer vision models, we collect high-resolution audio-visual data from surveillance videos, traffic videos, biometric videos, transcript videos, demographics, and human behavior videos. In order to offer you the cleanest data possible, our team considers the moving objects frame-by-frame. Additionally, we offer object detection, object localization, video tracking, and video classification services using AI-driven software and pre-collected training videos.

Sensor Data Collection

Sensor Data Collection

With our collected high-scale sensor fusion datasets, you'll be able to quickly train your CV, machine learning, and artificial intelligence models to classify objects, detect stationary and mobile objects, track and link object data, segment point clouds, identify patterns, and more in both 2-D and 3-D modules. Sensor data is automatically extracted and labeled from thermal cameras, biomedical, radar, lidar, etc., hassle-free at high speed.
Temperature Sensor

Temperature Sensors Collection

Humidity Sensor

Humidity Sensors Collection

Proximity Sensor

Proximity Sensors Collection

Optical Sensor

Optical Sensors Collection

Our Industry Expertise

Using our humans-in-the-loop data collection services, we provide high-quality training data to industries such as


Machine learning is used by search engines and other top technology companies to deliver innovative products and improve the user experience.


In Healthcare, artificial intelligence (AI) and machine learning are transforming patient care in exciting ways.


A variety of uses for artificial intelligence and machine learning are being explored, including increasing conversion rates, improving customer experiences, and delivering personalization.


By increasing field testing accuracy, we can accelerate machine learning for self-driving cars, improve speech recognition, and enhance in-car navigation, and enhance user experience

Financial Services

AI and machine learning are being used by leading financial services companies to acquire and retain customers as well as improve their overall customer experience


Providing secure data services to emergency responders, defense initiatives, and law enforcement will improve their response times

Why choose us?

Seeking professional transcription services for global expansion? With over 1000+ linguistic talents at your service, we made sure you can have fast and stable growth with our translation services.

Wide Industrial Coverage

We offer AI-based data collection and generation assistance to a wide range of industries, including healthcare, IT, telecommunications, retail, business, academics, banking, and insurance.

Security and Confidentiality

Your privacy is important to us, and we take responsibility for protecting that information. For seamless security and discretion of your project details, we adhere to GDPR, CCPA, HIPAA, and NDA protocols.

Dataset Customization

Macgence customizes data collection services for your ML, AI, or CV models according to your particular needs. You can customize our training and test datasets for your applications and software.

Exceptional Workflow

Our team of data collectors, analysts, and professionals use the most advanced technology to source, profile, clean, and prepare synthetic and semantic datasets with the best use cases and highest level of accuracy.

Affordable Quick Services

You will require a specific type of data to complete your machine learning project, which isn't always available online. As a company, we are best known for our ability to create custom datasets quickly and efficiently.

Global Accessibility

The security and privacy of our system are of the utmost importance to us. We have implemented multiple security features to ensure the validity of data within our platform, including built-in evaluations as a means of ensuring data validity.

Don’t hesitate to
Contact with us for inquiries!

As we understand your business is mostly about Data, we not only Provide human generated data we transform business in the world with human generated services.

Facilitating worldwide outreach for better convenience

Macgence values its customers like no other company, providing convenient, remote, and exceptional AI data collection services to customers worldwide. With more than 15 years of experience, our team of 200+ contributors in nearly every corner of the globe is available around the clock. So, whether you are a student in need of high-quality AI-ML datasets for your academics or a company striving to develop, deploy, and manage complex AI projects, Macgence is always here for you!


Trusted By Global Giants