Data Annotation is the human-powered data labeling of text, images, video, and audio data to enable machine learning systems to identify objects within data. Our global pool of resources at Venga provide annotation solutions customized to your machine learning needs. We preprocess your data with metadata tags to make clean and usable data sets for your AI training programs.
Data Annotation
Text Data Labeling
Beyond simple text strings, data labeling enriches your text with meta tags that provide the context, structure, and object recognition needed for AI training sets.
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Data Annotation
Image and Video Annotation and Transcription
Improve your computer vision and pattern recognition solutions with quality human annotation of image data.
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Data Annotation
Audio Annotation and Transcription
Transform your audio data into a simpler format that can be read and parsed by AI through transcription and annotation.
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Data Annotation
Audio Classification
Classify audio data for improved natural language processing (NLP) in speech recognition, chatbots, text to speech, and voice search.
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Data Annotation
Sentiment & Intent Analysis
Categorize and annotate sentiment and intent in your text, voice, image, and video data with quality human analysis.
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Venga is recognized as a leader in delivering quality and custom solutions for our customers’ AI training sets. Every project is evaluated from the bottom up to ensure fit-for-purpose rules and guidelines for our teams and adapted technology solutions for higher accuracy, quality control, and scalability.
Data Collection
Text Data Collection
Custom text data in over 75 languages for your AI testing and training sets.
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Data Collection
Image & Video Data Collection
We capture video and image data for your object and sentiment recognition systems.
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Data Collection
Audio Data Collection
We collect multilingual audio and voice data for Automatic Speech Recognition (ASR) software.
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Data Collection
Handwritten Data Collection
Train optical character recognition (OCR) with high-quality handwritten data collection in over 75 languages.
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Data Collection
Curation
Training and testing often require fully customized data.
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The value of data sets goes down exponentially if the quality is poor. Validate your data to improve accuracy in your machine learning models.
Data Validation
Ad Evaluation
Assess the quality of your ads in culture, intent, relevance, and rules.
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Data Validation
Search Evaluation
Ensure your search algorithms respond to queries correctly and that your website pages display correctly when Searched.
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Data Validation
Data Redaction
Comply with privacy requirements and make the most of existing data sets by redacting sensitive or personal data.
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Data Validation
Content Moderation
Protect your brand and image by removing sensitive or inappropriate content from your channels.
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Translating data for machine learning requires more than just native speakers. Our linguists are trained in data collection translation projects to adapt their translation style to the task and to follow the ML rules as specified. You get a consistent quality data set.
Multilingual Data
Data Translation
We make your data more usable with data translation for Natural Language Processing (NLP) training models.
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Multilingual Data
Machine Translation
Machine Translation (MT) offers fast turnaround times, large volumes, and low costs. Venga creates custom MT solutions to meet our clients’ needs.
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Multilingual Data
Machine Translation Quality Evaluation
Trained linguists review your machine-translated context to ensure it meets quality standards.
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