Semantic Image Segmentation Services
Get thousands of labeled images for your ML training model within a few hours. We're here to provide you with our semantic image segmentation services. Our highly qualified human annotators accurately label images to achieve accuracy in computer vision models. We ensure data at the pixel-perfect level through our in-depth labeling and double-checked methods.
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Get Pixel-Perfect Annotated Images
Semantic Image segmentation and bounding box segmentation, both are different methods of data annotation, particularly for image annotation. But, the bounding box segmentation method is not as accurate as semantic segmentation. It creates boxes to cover objects, which sometimes overlap with other boxes. Therefore, labeling data at the pixel level becomes crucial for computer vision models. So, semantic image segmentation takes objects, labels them, and makes them into single classes – no overlapping at all. In simple terms, it classifies each pixel located in an image with precise information. Note that our semantic image segmentation services accurately label ML training data in large volumes without errors.
Get Pixel-Perfect Annotated Images
Semantic Image segmentation and bounding box segmentation, both are different methods of data annotation, particularly for image annotation. But, the bounding box segmentation method is not as accurate as semantic segmentation. It creates boxes to cover objects, which sometimes overlap with other boxes. Therefore, labeling data at the pixel level becomes crucial for computer vision models. So, semantic image segmentation takes objects, labels them, and makes them into single classes – no overlapping at all. In simple terms, it classifies each pixel located in an image with precise information. Note that our semantic image segmentation services accurately label ML training data in large volumes without errors.
On-demand Semantic Image Segmentation Services Offerings
At present, image annotation is primarily done in three ways; semantic, panoptic, and instance. We, at AskDataEntry, obtained relevant skills and expertise doing all these annotations with accuracy. Let's check how these techniques are different and how we work to assist you with annotating image data.
Semantic Image Segmentation
Train your computer vision models with 2D images through semantic segmentation. It labels image data at each pixel in raw format. It's more like labeling pixels in images to identify different objects. Our team dedicatedly labels objects in keen detail.
Panoptic Segmentation
Besides semantics and instance, this segmentation method identifies patterns between similar images. It annotates every pixel that belongs to a class to segregate different instances where they belong. We gain expertise in doing this task along with taking proper measures.
Instance Segementation
Multiple objects of the same class get labeled in separate instances in this method. It trains ML models to identify different objects of the same class but at the instant level. Our annotators are very good at assigning labels to one class of objects in separate instances.
Real-Life Applications of Our Image Segmentation Annotation Service
With the help of our semantic image segmentation, you can move from R&D prototypes that are still under development to working, production-ready solutions. We know how dynamic your data training process is, and we work hard to be flexible and responsive to your requirements. Below you can find more reasons to outsource this service to us-
Self-Driving Vehicles
Accurately annotated image data helps develop computer vision models for self-driving cars. It precisely helps detect signs, distinct objects, obstacles, pedestrians, animals, and others on the road. The technology assists vehicles to navigate the distance with proper safety measures.
Social Media
Camera filters and effects on social media are created with the help of semantic image segmentation methods. Applications such as Instagram, Snapchat, etc utilize this technique to identify different objects and then add filters to them.
Geo-Sensing Satellites
Satellite images are used in tracking vast tracts of land, and measuring urbanization, deforestation, and other environmental matters. The application of semantic image segmentation services made all the processes robotic and automated. Machines are now doing all these tasks accurately.
Agro-Farm Technology
Tracking of crop fields through computerized systems is possible because of this system. The computer vision AI models automate pesticide spraying, seeding, and other processes. Through satellite imagery and drone technology, it's also helping measure deforestation.
Medical Diagnosis
At present, the requirement for semantic image segmentation services in the medical industry is at its peak. Annotated images in medical technology help detect anomalies along with finding possible diagnoses. Plus, they are helping with the upgradation of CT scans, X-rays, MRI technology, etc.
Why AskDataEntry for Semantic Image Segmentation Services
We have been witnessing the journey of AI development, especially computer vision technology. For the last 9 years, we have been directly working in the field and delivering image annotation services. Therefore, we gained a wide spectrum of expertise in annotation projects. We are not only limited to this, explore our unique advantages here.
Your Data is Safe. With our NDA-protected agreements, we ensure complete protection of your data.
Accuracy Guaranteed. Our trained staff ensures complete accuracy of the image annotation work.
Get In-House Annotators. We employ skillful annotators to do your work in our company's payroll.
Scalable Options. We can stretch up our team instantly to meet any high-profile demand.
Standard Compliance. We maintain proper quality parameters, safety protocols, confidentiality, and data privacy.
High-Quality Project Management. With 24/7 support, our team is there to meet all your project requirements.
Client Experiences
AskDataEntry is an efficient outsourcing service provider that helped us with semantic image segmentation services. The team at AskDataEntry provided amazing support to us in completing the project. We are very thankful to AskDataEntry for their amazing help.
Enrique J., Image Collection Head of a UK-based Software Company
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Timely Delgate your Image Annotation Project!
When you timely enroll in our semantic image segmentation services, you'll get timely delivery. It's simple. Kickstart your computer vision project with our dedicated services. We are a team of skilled image annotators that know how to do the tasks. Unlike others, we provide you with cost-friendly options for our services. Let's fill out this form and help our team to get back to you.
