AI & ML Services
Everyone is talking about the booming AI & ML industry. And there’s a reason for that.
Creating your own AI is something fascinating.
It opens up an endless array of possibilities that rely on the capacity of your software to perform automatic tasks of incredible precision, nearing the conceptual connections that only the human brain and eye can perform. And yet, not everything is quite so simple, at least at this point.
Human involvement still plays a very crucial role in the training and development of AI, not unlike the manner in which a parent teaches an infant how to walk and talk.
The number one reason that the AI & ML learning process underperforms is due to the lack of correct input.
And by correct, we mean correct for the machines to understand. That’s where we come in. Our annotation services feed the system only relevant and precisely labeled data, structured and edited in such a way as to make it useful for machine learning.
We have a broad experience with data annotation and data labeling and we can effectively process a significant amount of data rows so your models get the information they need to work in the real world.
Image
annotation
Feed the right content to your machine!
Mechanical image annotation is still in a very primary stage and it can be extremely hard to train and optimize your models without the correct type of visual data. It is necessary, in order to secure the most efficient development of your software, to provide it with correctly processed and meticulously tagged visual data.
That’s where we can be of assistance. Our dedicated team of image annotation specialists will source, prepare and tag correctly the visual information so that your AI can manage to “see” as a human as soon as possible.
semantic segmentation
Let’s put a name on every pixel.
The machine has no way to know the difference between a road, a pedestrian side street or a car, unless we “explain” it. And this is precisely what we do so as to enhance algorithmic efficiency.
The machine has no way to know the difference between a road, a pedestrian side street or a car, unless we “explain” it. And this is precisely what we do so as to enhance algorithmic efficiency.
2D bounding boxes
The simplest and most budget-friendly way to teach your AI about objects in real life.
A 2D box is placed over the object and, just like that, this object is recognizable by the machines! Easy, no?
A 2D box is placed over the object and, just like that, this object is recognizable by the machines! Easy, no?
3D bounding boxes
A bounding box assists us to translate any regular 2D image into 3D information, analyzing the exact dimension of the depicted objects and the distances between them. Let’s train your AI in defining sizes and distances in a real-world setting!
tagging
Through detailed and focused tagging, your machine will be able to understand and sort the objects efficiently. A key service for retail and E-Commerce.
Video
annotation
Our services is what happens when you mix the most up-to-date technology in the annotation industry with a team that has incredible attention to detail and years of experience in their field. You’re welcome!
We will provide you with 100% accuracy in your training data so that the computer vision model of your software will be optimized in the most efficient and effective manner.
Varying from vehicles in movement, to human activity and pose estimation, to pretty much anything you want your model to assimilate, we will provide you with the most meticulously researched and tagged data you could possibly ask for.
2D bounding boxes
This service involves superimposing a 2D box over the objects that need to be traced in each frame. Accuracy and precision is key here!
3D bounding boxes
This method of annotating offers us a more insightful view on the elements as it provides information on all dimensions. Ideal for the automotive sector as well as the development of algorithms of robots and drones.
labeling/tagging
Sure, you can trace an object in a video but what is it? This is where this service comes in, training your AI to identify objects in the real world, differentiate them from other objects and tracking people’s movement.
Text
annotation
Text-related machine learning is already producing some really insane results. The type we wouldn’t even dream of aiming for some years ago. And yet, there are some aspects of the language in which AI seems to underperform immensely. For instance, just like a big part of the population, they are not exactly emotional geniuses. And yet, as more than 70% of the businesses currently in operation use text in one form or another, the need for high-quality text data becomes quite pressing.
Our team will sit side by side, so to say, with your software and walk it through all the intricacies of the written interaction. Like teaching an infant how to speak. Sort of.
text collection & annotation
Give some context to your machine learning. With our text annotation services you can give an insight such as definitions, meaning and intent, to supplement the written text.
search evaluation
Wondering how you can give better results to your users? By grouping search results according to content and intent, of course.
text categorization
Did you know that 80% of all data online is unstructured? This is why this service is so important. Our specialists can train your AI to understand and classify open text under predefined categories.
sentiment analysis
Can you help a machine understand emotions? Well, we can. Our text experts will label any sort of emotional semantics on the text accordingly, helping the algorithm develop emotional intelligence!
Audio
annotation
Audio annotation is focused on translating various types of sound files into information that can be understood by a computer.
Have you ever tried talking with someone on the phone as the wind blows, and the city sounds roar, and still manage to uphold a conversation? Well, this. But for machines.
Our team of experts use only the finest of the technology available and they go through each audio file with meticulous detail, tagging every information accordingly so as to optimize your model in the most efficient manner.
audio transcription
Audio files can prove to be quite tricky. Our audio transcription specialists will correctly tag and label the audio elements, classifying, tagging and labeling the utterances so that they are appropriate for ML training.
sound labeling
Let’s help your NPL technology break down a unified audio file into different acoustic elements. All you need to do is provide us with the file and our team will separate and label all of the needed sounds in no time.
