Data sourcing is the process by which companies collect variety of data to train the machine learning models. The key to success for any machine learning model is to train with different types of datasets. Less or inaccurate data will lead to bias predictions.
Also, in order for an AI model to be trained correctly, the data needs to be high-quality, diverse and ethically sourced. This is why sourcing a wide variety of data is important.
Crowd Sourcing involves obtaining work, information, or opinions from a large group of people who submit their data via the Internet, social media, and smartphone apps.
Crowd Sourcing work allows companies to save time and money while tapping into people with different skills or thoughts from all over the world.
Each human voice and speech pattern is unique. They differ in intonation, pace, pronunciation and dialect. These factors complicate the development of automated speech recognition systems. Our crowd provides you with speech recognition datasets on How people phrase and pronounce instructions to voice assistants and more.
Building an enterprise-grade Al model is highly dependent on the amount of data that one can gather for training models. We have built tools and frameworks to collect voice samples from hundreds of users easily. We have access to thousands of people and collected about a hundred thousand utterances for a voice-related project. Reach out to us for any of your audio sourcing projects.
Sourcing images can take a lot of time and hard work. But we do it anyway because we understand it's probably one of the most important things to train your machine learning models. Either you need different container images or medical images or any other images, we have photographers who can take pictures in a very cost-effective mariner. Not only these images are less expensive than the stock images, but they are also unique and taken for your project needs.
Need a stunning video clip but don't have the time or resources to shoot it yourself? Brands have been crowd sourcing for years, and it's possible for you to do the same thing. The requirements for entry into the world of high quality video production are now more accessible and affordable than ever; it's possible to get high quality video from a crowd sourced effort. We have the means and access to resources for your next video sourcing projects.
The processing of scanned documents calls for automatic recognition of the text by OCR (Optical Character Recognition) computer programs, followed by human validation and correction. Crowd sourcing of these essential manual tasks is a good option. Either you need human validation or you need documents that needs to be created, we have access to resources through out the world who can assist you with this task. We have the experience of collecting documents in different languages as well.
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