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Datasets and Services for Training LLM
Image AnnotationCrowdsourcing
The process of collecting and processing information with the help of a wide circle of volunteers. This method is used for various tasks related to artificial intelligence and machine learning where a large amount of diverse data is required
1500+
in-house AI trainers with experience across various industries
350+
successfully completed projects
DATA COLLECTION
Selfie ID
Photographs of people's faces using selfies to create a facial biometrics database. These data aid in developing facial recognition systems
Speech biometrics
Recording voice samples from different people to create a database for voice recognition, including various languages, accents, and intonations
Unconventional biometrics
Photographs of people with various external changes: baldness, makeup, beards, glasses, etc. This enhances the accuracy of face recognition under diverse conditions
Images
A broad spectrum of images including different objects, scenes, and situations, to improve computer vision algorithm
Replay attacks
Data simulating attempts to bypass security systems, such as photos, video recordings, or audio, for testing and improving security systems
Video
Recording videos with different objects in various lighting and environmental conditions to help algorithms better understand and interpret diverse visual data
Audio
Recording diverse audio data, including speech, music, environmental noises, etc., for training algorithms in recognizing and analyzing audio
Documents
Collecting images of various documents, such as driver's licenses, passports, etc., to create a database for use in document recognition and verification systems
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Identification and classification of objects, faces, actions, and scenarios in images or videos. Involves object highlighting, face recognition, emotion detection, as well as annotation of movements and interactions
Title block
Identification and classification of objects, faces, actions, and scenarios in images or videos. Involves object highlighting, face recognition, emotion detection, as well as annotation of movements and interactions
Title block
Identification and classification of objects, faces, actions, and scenarios in images or videos. Involves object highlighting, face recognition, emotion detection, as well as annotation of movements and interactions
Title block
Identification and classification of objects, faces, actions, and scenarios in images or videos. Involves object highlighting, face recognition, emotion detection, as well as annotation of movements and interactions
Advantages of Crowdsourcing
- Scalability of Projects:/01Using crowdsourcing for data collection is more cost-effective. Crowd workers typically work on a pay-per-task basis, which is generally more economical than hiring and maintaining full-time employees
- Free pilot/02AI models usually perform more efficiently with large and diverse datasets. Crowdsourcing offers scalability, which can often be challenging for internal teams
- Diversity:/03The demographics of data collectors significantly impact the detail and diversity of your dataset. Access to global crowd workers with varied experiences and demographics allows crowdsourcing to avoid the complexities of creating international teams from different regions
- Increased Accuracy:/04A broader range of data participants can lead to more reliable and trustworthy datasets. Such a large-scale approach to data collection reduces errors and improves data quality, contributing to the development of more accurate AI models
Why
Training Data
- Quality Assurance:
- Enhanced Data Accuracy
- Consistency in Labels
- Reliable Ground Truth
- Mitigation of Annotation Biases
- Cost and Time Efficiency
- Data Security and Confidentiality:
- GDPR Compliance
- Non-disclosure agreement
- Data Encryption
- Multiple data storage options
- Access Controls and Authentication
- Expert Team:
- 6 years in industry
- 35 top project managers
- 40+ languages
- 100+ countries
- 250k+ assessors
- Flexible and Scalable Solutions:
- 24/7 availability of customer service
- 100% post payment
- $550 minimum check
- Variable Workload
- Customized Solutions