Annotations On Image, Audio, Video And Text!
Indium Software’s data annotation services provide the best-in-class solution for all your training data requirements. Our proven track record, AI enablement, technology expertise and scalable workforce help build high-quality annotations from disparate datasets.
Our machine learning-based data annotation solutions address the modern challenge of generating quality ground truth dataset, which is essential to the success of any project or artificial intelligence model. At Indium, we believe that high-quality annotated and label data combined with machine learning delivers proper and accurate results. We have an experienced team of data scientists who collaborate with our customer’s hand-in-hand throughout the year to generate the desired output.
Indium uses advanced data labeling techniques such as supervised and unsupervised learning, and reinforcement learning to power machine learning and to enhance training data quality.
We leverage AI-based labeling tools such as Labelme, CVAT and more to build, transform, train and test audio, image, video-based content, and other forms of unstructured data.
Annotations On Image And Video
Would you like to speak to one of our technical experts over the phone? Just submit your details and we’ll be in touch shortly. You can also email us at info@indiumsoftware.com if you would prefer.
Annotations On Text
Entity detection
IOB tagging for multiple entities using GATE, Doccano and more to be used to train entity detection models.
Keyphrase Detection
IOB tagging of keyphrases.
Text Classification
Tag documents, articles under several pre-decided classes such as positive and negative sentiments.
Abstractive Text Summarization
Write paraphrase summaries of paragraphs so that model learns to summarize.
Document Redaction
IOB tagging for entity detection to be used for redaction.
Annotations On Tabular Data
Annotations On Audio
The Indium Advantage!
Indium has 2+ decades of experience delivering customer-centric solutions to Fortune 100 companies, global enterprises, and innovative product start-ups. We have served 350+ global clients across digital and QA.
We boast of solution accelerators, customer-centric systems and processes and IP-based solutions.
Accuracy with quality
Get Indium’s best-in-class services combining accuracy with quality in image annotation through stages of reviewing and auditing labelled data.
Fully scalable
Indium provides a fully scalable data annotation solution with a quick turnaround time to fulfil our client’s unique needs and resolve their main issues. Our extended in-house workforce can annotate any volume of images as per client demand.
Build AI and Predictive models
Our experienced team of annotators know exactly the data that’s required for advanced analytics as they work closely with our data science teams who build AI and predictive models with different datasets.
Secure
We are ISO 27001:2013 certified. We follow industry best practices to ensure safety and security of our clients while ensuring compliance with OWASP and security guidelines. We also address the customer’s additional security protocol requirements if any.
Our Domain Expertise
Indium’s Data Annotation Service Spans Across Several Key Sectors:
We deliver widespread applications across each of the abovementioned industries and offer a continuously evolving architecture depending on the latest industry trends and the research requirements. Our annotation formats cover wide-ranging technical and business use cases.
Would you like to speak to one of our technical experts over the phone? Just submit your details and we’ll be in touch shortly. You can also email us at info@indiumsoftware.com if you would prefer.
Data Annotation Tools and Technologies We Expertise In
We specialize in several data annotation tools and technologies that allow us to extract insights and knowledge from data. Our team of experienced data analysts and scientists are proficient in these tools and technologies and use them to deliver effective data analytics solutions that provide real business value.
Programming Languages
Platform
Tools/Frameworks
Database
Examples Of Data Annotation
Text
Mark words containing names, skills, emails, degrees and more in a CV to train an entity detection model.
Mark words containing email, phone, TIN, etc. to be redacted from an invoice.
Text
Mark words containing names, skills, emails, degrees and more in a CV to train an entity detection model.
Mark words containing email, phone, TIN, etc. to be redacted from an invoice.
Image/video
Mark a rectangular boundary around vehicles, traffic light, pedestrians and more to train a model to identify objects with their boundaries.
Mark non-rectangular/free flow boundaries around wires to find their length, slope and differentiate two different kind of wires.Mark words containing email, phone, TIN, etc. to be redacted from an invoice.
Image/video
Mark a rectangular boundary around vehicles, traffic light, pedestrians and more to train a model to identify objects with their boundaries.
Mark non-rectangular/free flow boundaries around wires to find their length, slope and differentiate two different kind of wires.
Audio
Transcribe text from audio file manually for speech-to-text model training.
Audio
Transcribe text from audio file manually for speech-to-text model training.
Success Stories
Indium Insights
Companies associated with healthcare industry provide clinical services, drug manufacturing, medical equipment, and healthcare-related support…
