Object Segmentation

AI Consulting

Our expertise in deep learning object segmentation

Immersa Studios excels at enabling machines to analyze and comprehend the visual world, turning images and videos into valuable insights. By incorporating advanced image segmentation techniques offered by Immersa Studios, you can gain fresh perspectives from your data, driving smarter decision-making and fostering innovative business solutions.

Instance segmentation

Instance segmentation precisely identifies each individual object in your images and videos with exceptional detail. This technology enables seamless inventory management without manual counting, tailored marketing campaigns based on customer attire, and improved accuracy in detecting product defects.

Semantic segmentation

Utilize semantic image segmentation to interpret the content of scenes or videos. This powerful tool can enhance production line efficiency, ensure precise quality control, enable robots to navigate intricate environments, and much more.

Panoptic segmentation

Enhance your object segmentation model with panoptic algorithms capable of accurately distinguishing between individual objects and amorphous regions like the sky or roads. This technology enables applications such as training autonomous vehicles, improving crop yields and monitoring field conditions, or identifying tumors, organs, and other structures in medical imaging.

Graph-based segmentation

Integrate efficient graph-based image segmentation algorithms to optimize your workflows and gain a competitive advantage in your industry. This technology excels in analyzing intricate machine components, accurately segmenting cells for medical research and disease diagnosis, and supporting applications in logistics, supply chain, retail, and more.

Region-based segmentation

This method emphasizes the spatial arrangement of image elements, delivering critical insights and advantages across various industries. It can be leveraged to ensure consistent production quality, analyze online customer behavior for tailored recommendations, enhance object detection in security footage, and streamline other visual processes.

Object segmentation-based CV solutions

Object segmentation in images and videos serves as the backbone of many advanced solutions provided by our experienced team. Unlock new possibilities and growth avenues for your business with our comprehensive computer vision services — including real-time segmentation, object detection, AI-powered image classification, object tracking, facial recognition, and pose estimation.

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Our Process

How do we build object segmentation models?

Developing deep learning models for image segmentation can be a complex task without a clear approach. At Immersa Studios, we’ve perfected a seamless process to transform your vision into reality.

1

Interview

• Learn about your business, goals, and customer base

• Identify your challenges and desired results

• Assess the problems you're encountering and the features you require

2

Planning

• Review the gathered information

• Suggest the most effective solution tailored to your needs and specifications

• Create detailed documentation covering hardware needs and project timelines

3

Data preparation

• Build a comprehensive image database from various sources

• Organize and ensure the data is relevant, well-structured, and of high-quality

4

Model development

• Train the model using well-prepared data

• Develop the solution based on the requirements

• Make necessary adjustments throughout the development process

5

Deployment

• Deploy the solution or integrate it with your current systems

• Ensure a smooth launch to maximize its effectiveness from day one

6

Continuous support

• Offer ongoing expert support post-launch

• Implement necessary updates and modifications as needed

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Our approach

Why choose Immersa Studios for your object detection and segmentation project?

At Immersa Studios, we're not just transforming computer vision – we're reimagining it. Our team of computer vision consultants and developers brings years of experience, having worked with a diverse range of organizations from nimble startups to well-established enterprises. Here's why you can trust us as your computer vision AI partner:

Advanced tech stack

We create and implement advanced algorithms and technologies designed for precise, reliable, and rapid object and human image segmentation. Our team is dedicated to continually improving these sophisticated algorithms, ensuring we remain at the leading edge of the field and consistently deliver top-quality service.

Integration & compatibility

Our solutions are built to integrate effortlessly with your current systems and workflows. Whether you're utilizing a custom platform or a well-known cloud service, we provide a solution tailored to your requirements. We prioritize compatibility with various data formats and platforms to ensure minimal disruption to your operations.

Quality data pre-processing

The team at Immersa Studios employs cutting-edge data preprocessing techniques to ensure your data is fully optimized for the segmentation process. This includes noise reduction, image correction, and data augmentation, all aimed at enhancing the accuracy and performance of your models.

High customization

Immersa Studios provides customized image segmentation solutions that offer the flexibility needed for clients to maintain a competitive edge in their industries. With our experience across various sectors, we bring valuable insights into industry-specific tech solutions, ensuring we meet all your computer vision needs.

Certified software engineers

Our development team is made up of highly skilled and certified experts with extensive knowledge in various image segmentation techniques. They are dedicated to creating robust, scalable, and efficient computer vision solutions that adhere to the highest industry standards.

High data protection

We prioritize your privacy above all else. With industry-leading encryption safeguarding your information, and strict access controls limiting data visibility to authorized personnel only, you can trust that your valuable data remains secure throughout our computer vision process.

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Tech stack we use

Object segmentation platforms we work with

With years of experience, our skilled team excels in developing and fine-tuning high-performance neural networks, engines, and 3D object segmentation models. We leverage a range of cutting-edge platforms and technologies in our work, including:

Tools

Hardware

ARM RISC V Jetson NVIDIA GPU Raspberry Pi Intel / AMD CPU Intel Myriad X

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Questions? We Got Answers.

What is the price of object segmentation solutions?

The pricing for your object segmentation solution depends on several factors, such as project complexity, customization level, and specific requirements. Reach out to our team for a tailored quote, and we'll work with you to design a cost-effective solution that aligns perfectly with your needs.

What is human pose estimation in gaming?

Human pose estimation is a computer vision method used to detect and pinpoint human figures in images or videos. It identifies key body points, such as joints in the limbs and head, to estimate a person's pose. This technology enables the analysis of human posture, movement, and actions with precision.

What is the difference between object detection and object segmentation?

Object detection focuses on recognizing and pinpointing objects in an image by placing bounding boxes around them. Object segmentation, on the other hand, goes beyond this by identifying objects and accurately mapping their exact shapes, edges, and contours within the image.

What is object segmentation in computer vision?

Object segmentation in computer vision involves partitioning an image into distinct segments to identify particular objects or regions of interest. Each segment groups pixels with similar attributes, enabling more precise and efficient image analysis.

What is 3D segmentation?

3D segmentation is a sophisticated technique in object segmentation that focuses on analyzing three-dimensional data, including medical imaging or 3D models.

What is image segmentation and why is it important?

Image segmentation is a process that partitions an image into distinct segments or objects, isolating them from the background and each other. By analyzing features such as color, texture, or other characteristics, this technique simplifies complex images for easier interpretation. This technology powers applications like autonomous vehicles navigating roads, medical imaging systems detecting tumors, and more.

What are the different types of image segmentation techniques?

Image segmentation techniques come in various forms, including thresholding, edge detection, semantic and instance segmentation, clustering, watershed algorithms, and machine learning-based approaches like convolutional neural networks (CNNs). Each method has unique strengths, making it suitable for specific images and tasks. Explore our services above to find the approach that best aligns with your business needs and delivers maximum value.