Image and video annotation are fundamental to AI (Artificial Intelligence) models; in the same way, image data collection is vital to image and video annotation. If image data is not collected properly, image annotation will not be accurate or unbiased.
Whether as a company at an individual, you would only want the highest quality of data, image, and video annotations. To achieve that, high-quality data collection is required.
GTS (Global Technology Solutions) is an AI data collection company that will provide you with accurate datasets for machine learning. They take the lead in AI data collection and have been very successful in a variety of data collections due to their expertise.
GTS has enhanced systems of language, text, image, and video data collection, and such data is used for machine learning and AI development. They provide data on numerous languages spoken globally and make use of them with undeniable expertise.
They are well equipped to solve any issue an AI company may face in relation to machine learning and anything hindering datasets for machine learning. They also offer these datasets excellently.
It will be smart to get annotated data for machine learning from them because of their expertise in AI data collection.
What is data annotation? This is the act of labeling the data provided in a variety of forms such as video, images, or texts. For machine learning, datasets are necessary for the machine to easily and clearly understand the input patterns.
It is very important to get the best image data collection services for any machine learning model since it can never outdo its training data.
GTS offers an immense supply of image classification datasets that lets you train computer vision (CV) models with one of the most thorough image datasets and deep learning images you will ever come across.
The range of their services encompasses a wide area of image data annotation and collection services for every form of machine learning and deep learning applications.
GTS has made delivering the best image datacollection and classification datasets that will ensure that every CV project is greatly successful a top priority.
Their data collection service's main focus is to create the best image database inconsiderate of the AI model.
TYPES OF IMAGE DATA COLLECTIONS GTS OFFERS.
- Hand gesture data collection.
- Facial data collection.
- Fruit image data collection.
- Garbage image data collection.
- Document data collection.
They provide services that will make getting annotated data for machine learning easier, and accurate, such as:
TEXT DATA COLLECTION.
This isbasically how data of text is gotten from different origins. It helps to develop tech that comprehends human language in text format.
Text data is integral to machine learning that is based on language, and GTS covers a vast area of machine learning applications in that regard. They get their data from documents, menus, receipts, and much more that are handwritten.
These are the types of text data collection they do:
- Receipt data collection.
- Newspaper data collection.
- Ticket dataset collection.
- Brochure dataset collection.
- Document dataset collection.
VIDEO DATASET COLLECTION.
Video data collection is essential for the proper working of many technologies. It is not easy to get video datasets, but GTS has the resources, expertise, capacity, and knowledge to make all you require in regards to video datasets and video data collection available to you.
They have team members with the skill set to deliver the highest quality of video datasets through the numerous verification systems they possess.
GTS treats their clients with special attention and ensures they meet their specific dataset requirements.
These are the types of video data collection they do:
- Human posture video dataset collection.
- Drones and aerial video dataset.
- Surveillance video dataset collection
- Traffic video dataset collection.
SPEECH DATA COLLECTION.
GTS will make all the speech data you need to power your tech in whatever way you want, speech and language-wise, available to you.
They are well equipped to manage any project in relation to building a natural language body, semantic analysis, transcription, and truth data collection. These services are offered anywhere in the world, and no request is too precise or too unique that it cannot be satisfied.
They possess high-quality speech conversational data that can be easily accessed and controlled, and all the datasets are theirs exclusively.
Their audio data collection can enhance:
- Virtual assistants.
- Text to speech.
- Automatic speech recognition.
IMAGE AND VIDEO ANNOTATION.
This is engraving metadata to images and videos that are not tagged to enable them to be used in developing and training algorithms of machine learning. This process is very important to AI development.
GTS is fully equipped to deliver to you the highest quality of annotations that are designed to meet your precise situations and offer solutions to any issue you have.
They are experts in data annotation, and so there is no detail they cannot cater to. These are the types of image and video annotations they do.Semantic Segmentation.
- 3D Bounding Boxes/Cuboids 3D.
- Image Classification.
- Polygons.
CONCLUSION.
GTS is a fully equipped AI data collection company that will provide you with different datasets such as image, video, speech, text dataset, and so on to train your machine learning models.
These datasets will make it easy for your machine to understand the input patterns clearly. They also provide the highest quality of annotated data.
They are unique because;
- They provide customized dataset collection derived from the specific requirements of their clients.
- They are available in over 200 languages globally.
- Their customer service is reliable and fast.
- They encompass all types of data collection for machine learning and CV.
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