Improve Your Machine-learning Products with high quality and human-annotated data
Identify every object with our Image Annotation Services to check the dimensions from pixel to Pixel for annotating every image correctly. Our Image Annotation Services having precise algorithm and technologies to get better results and highest accuracy. Webtunix specialized for building Computer Vision applications that always require high quality of image annotation technology and image annotations data for deep learning services.
Why Image annotations Services are Important?
If we talk about Building a Artificial intelligence application using machine learning techniques, then first question arises in mind called Dataset. If your data is structured, clean and Labelled based, the your application will work perfect. Data annotation basically is the process of labelling the data. This data can be in any of the following forms like – images, text, audio, and video. It is well known that machine learning requires a huge amount of data samples to perform actions according to humans and act accordingly.
At Webtunix AI, we have dedicated resources that can fulfil your data annotation requirements for a range of data types be it images, text, voice or videos.
How we do it?
At Webtunix AI, we are a passionate and result driven team that aims at quality service and customer satisfaction. We help in creating not only a voluminous amount of dataset but also a high-quality dataset that helps in building machine learning algorithms simulating a human brain.
With the evolution of mankind, human beings learned to grasp the sensory intelligence with their intelligence. This helps humans to identify the content of the images:
These are the type of questions that data annotation focuses on. Digital systems have provided us with answers for a long time. Machines have the ability to read and understand the images. But this requires a lot of programming to recognize the content of images. Artificial intelligence and computer vision technology helps in creating algorithms that can easily identify objects in the images and train them.
Machines also Needs Training
A machine also needs to be trained so that they can identify the objects in the images according to the principles of artificial intelligence. The prerequisite of the training is large number of training data that is in the form of images. These images are first annotated by human beings and these images act as training data for the machines. Machines can identify the objects in the images accurately if they are trained with a huge amount of data.
Take an example of annotation of a typical street scene. This can be done by marking various images with various colors. In doing so, every vehicle, every pedestrian, every traffic signal is given a color. This processed image is then fed to the program. By comparing the similarities and differences, software can gradually recognize what type of visual features a respective image is having. The program also identifies what objects are relevant and which are irrelevant depending on the purpose of the program. Therefore, if a fresh image is given to the software, it will be in a position to annotate the image autonomously.
Image Annotation Tools
The various annotation methods depends on the complexity of the visual templates. Clearly defined objects can be easily marked one dimensionally. While other non linear objects can be marked visible with bounding boxes. This can be done with the help of coloured frames to mark the people or the traffic signals. The next step is cubes. These three dimensional frames can be used to capture the special structure of objects. Therefore, it can be inferred that more exact the image annotation method is, higher is the computation cost. The three dimensional markings can be used in advanced applications like self driving cars and drones.
Services we provide
Data annotation Service has a very wide scope and domain. We, at Webtunix AI provide you all the data annotation related services under one roof. Data annotation includes services like text analysis, tagging, semantic annotation, image annotation, annotations with various kinds of objects (cars, trees, building etc).
Have a look at the various services we have offered to our clients around the globe:
Tagging is the process of labelling the data so as to make data more structured and organized. This data helps in training the machine learning algorithms. At Webtunix AI, we deal with various types of tagging.
2. Semantic Annotation
3. Image Annotation
4. Semantic Analysis
5. Traffic video labelling
Webtunix is offering Computer Vision Training Dataset services to Clients across the world over past years with excellent quality and significant presence in Industry. We can handle any kind of requirements related to computer vision applications and object detection and recognition services. We offered tight, accurate and label high-quality data to help our clients to optimize AI technologies and machine learning algorithms.
Image Identity Protection Anonymizer
While collecting the street scene data, there are possible chances to collect the person information of people, so we can help you the remove the person’s face identity and deliver you exact match of data. Our team can blur the irrelevant parts like Face, Vehicle number plate to increase the image quality. In this case, we can have hide and blur the person’s identity.
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