Turning Raw Data into
High-Quality Labels

We deliver accurate, scalable data annotation for computer vision and ML so your models train faster, perform better, and deploy with confidence.

Precision at the Core of Every intelligence and action Dataset

Data quality determines the success of every AI model. At Brainy Neurals, we combine domain-trained annotators, robust QA pipelines, and tool-flexible workflows to produce reliable, labeled datasets quickly. The result: fewer model iterations, better accuracy in production, and faster time to deployment.
From computer vision and sports analytics to medical imaging and retail AI, our annotation expertise powers models that see, understand, and act with precision.
We transform raw data into intelligence that fuels smarter automation across every industry.
Whether it’s bounding boxes, semantic segmentation, or text classification we deliver pixel-perfect precision every time.
Our scalable team ensures high-volume annotation without compromising on speed or accuracy.

 

Our Data Annotation Expertise

2D Bounding Boxes

We annotate objects with precise rectangular boxes for detection tasks cars, people, products, and defects, using strict labeling guidelines and layered QA. Bounding box datasets are optimized for COCO/Pascal VOC formats and production model requirements, so detector training is efficient and reproducible.

Semantic & Instance Segmentation

Pixel-accurate masks for fine-grained understanding segmentation for parts, materials, or semantic classes. Our annotators use polygon and brush tools with multi-pass QA to ensure mask fidelity, improving model robustness for tasks like defect detection, medical imaging, and scene parsing.

User-Centric Design

We believe that great AI feels invisible; it just works. Our design team focuses on usability and clarity, creating intuitive interfaces that make advanced AI systems easy to use and understand. Each product is tested for real-world scenarios to ensure smooth adoption and long-term engagement.

Scalable Architecture & Integration

We design products that evolve with your business. From cloud to on-premise setups, we integrate AI systems into existing workflows, CRMs, and automation tools. This ensures flexibility, stability, and effortless expansion as your needs grow.

2D Bounding Boxes

Semantic & Instance Segmentation

3D LiDAR & Point-Cloud Annotation

Video Annotation & Tracking

We annotate objects with precise rectangular boxes for detection tasks cars, people, products, and defects, using strict labeling guidelines and layered QA. Bounding box datasets are optimized for COCO/Pascal VOC formats and production model requirements, so detector training is efficient and reproducible.

Pixel-accurate masks for fine-grained understanding segmentation for parts, materials, or semantic classes. Our annotators use polygon and brush tools with multi-pass QA to ensure mask fidelity, improving model robustness for tasks like defect detection, medical imaging, and scene parsing.

We label point clouds and LiDAR frames with 3D boxes, semantic labels, and trajectory tracking for autonomous systems and spatial analytics. Our pipeline handles multi-sensor calibration, synchronized frames, and range/occlusion edge cases so models learn true spatial context.

Frame-accurate labeling with object IDs, action tags, and event annotation for temporal models. We support tracking, interpolation, and scenario labeling (anomalies, actions, events), enabling robust video analytics and behavior understanding in surveillance, retail, and robotics.

We go beyond traditional camera feeds with advanced depth sensor–based computer vision. This enables accurate 3D perception, object tracking, and measurement, allowing businesses to detect details that standard systems often miss. From healthcare monitoring to industrial safety, precision is at the core of our solutions.

We go beyond traditional camera feeds with advanced depth sensor–based computer vision. This enables accurate 3D perception, object tracking, and measurement, allowing businesses to detect details that standard systems often miss. From healthcare monitoring to industrial safety, precision is at the core of our solutions.

We go beyond traditional camera feeds with advanced depth sensor–based computer vision. This enables accurate 3D perception, object tracking, and measurement, allowing businesses to detect details that standard systems often miss. From healthcare monitoring to industrial safety, precision is at the core of our solutions.

We go beyond traditional camera feeds with advanced depth sensor–based computer vision. This enables accurate 3D perception, object tracking, and measurement, allowing businesses to detect details that standard systems often miss. From healthcare monitoring to industrial safety, precision is at the core of our solutions.

Why Choose Us?

Accuracy First

Layered reviews and QA checks ensure pixel-level precision and consistent labels across large datasets.

Domain Expertise

Annotators trained for healthcare, automotive, retail, agriculture, and industrial scenarios so labels reflect real-world context.

Security & Compliance

Strict NDAs, encrypted workflows, and access controls protect sensitive data throughout annotation and delivery.

Tool & Scale Flexibility

We work with Label Studio, CVAT, custom platforms, and can scale teams to meet pilot or enterprise demands without dropping quality.

Our AI Case Studies

Basketball Video Analytics and Player Tracking System

Tracking player movements, ball trajectory, and in-game actions directly from match footage without the need for sensors or manual tagging.

  • Identifies players, tracks movement, and detects match events automatically
  • Generates performance heatmaps and team analytics in real time
  • Provides data-driven insights for training and strategy improvement

Result

70% ↓
in manual match analysis time
95%
accuracy in player and event tracking
View Case Study
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AI Civil Plan Approval System

Harnessing AI to interpret complex civil drawings for faster project approvals.

  • Symbol and legend detection
  • Boundary segmentation for plot recognition
  • Automated area calculations and plan validation

Result

70% ↓
Approval time
90% ↓
Accuracy in error detection
View Case Study
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Traffic Monitoring & Violation Detection System

Automating real-time traffic surveillance and rule enforcement.

  • Detects vehicles and license plates
  • Flags red-light and overspeed violations
  • Generates live dashboard reports

Result

60% +
Manual supervision
98%
Detection accuracy
View Case Study
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LiDAR-Based Object Detection and Mapping System

High-precision LiDAR analytics for depth perception and 3D mapping in dynamic environments.

  • Processes LiDAR data for object detection and distance measurement
  • Generates real-time 3D environment mapping
  • Enables accurate spatial awareness and obstacle tracking

Result

90%+
Object detection precision
60% ↓
Processing time
View Case Study
Image description
Optimized Segmentation Model for Garbage Detection

Boosting waste-sorting speed and accuracy through optimized image segmentation.

  • Real-time waste detection and classification
  • Optimized inference for high-speed processing
  • Scalable for automated recycling lines

Result

40% ↓
Inference time
95%+
Detection accuracy
View Case Study
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Here’s What Clients Say About Working With Us

Let’s transform your business with custom AI solutions — from ideation to deployment.

Partner with us to turn AI into real impact

At Brainy Neurals, we don’t just deliver technology, we co-create solutions with you. From rapid prototypes to enterprise-scale systems, our team ensures every AI implementation is reliable, scalable, and built for long-term success.

Years of Experience
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Technology Expertise
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Problem solved. Brainy Neurals accelerates AI development for everyone
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What Our Clients are Saying

We’ve partnered with global businesses to deliver AI solutions that unlock growth, efficiency, and innovation.

Santiago Correal Mantilla
Santiago Correal Mantilla
Founder, Nexx AI
Brainy Neurals is an incredibly skilled and adaptable team. Whether I come with a full plan or just a vision, they always deliver beyond expectations.
Cornelius
Cornelius
Founder, Shatterpoint
Brainy Neurals' AI algorithms have provided us with invaluable insights that have transformed our decision-making process. Their dedication to innovation and exceptional customer service make them the go-to partner for AI solutions.
Vineet
Vineet
Gauss Moto Inc
Working with Brainy Neurals has been a game-changer for our organization. Their expertise in AI technology and their ability to tailor solutions to our specific needs have helped us stay ahead of the competition.
Vlad Tudor
Vlad Tudor
Founder, Sapio AI
My experience with this RAG project was great. The team built a system that delivers accurate, context-aware responses. From summarizing documents to answering complex queries and improving knowledge retrieval, their efficient implementation ensured smooth and reliable performance.
Dr. Alper Altinok
Dr. Alper Altinok
CEO, Bugmapper
Working with Brainy Neurals has been a remarkable experience for our greenhouse farms. Their AI-powered chatbot provides real-time insights that have completely transformed our insect monitoring process. Their expertise and innovative approach have truly made a difference!
Helen Yang
Helen Yang
Founder, Andes Risk
Brainy Neurals has done an outstanding job in developing an AI-powered chatbot that streamlines investor profiling. By leveraging advanced data analysis and LLM integration, they’ve made it effortless to understand each client’s risk tolerance and investment behavior. Truly impressive work!
Ketan Dayma
Ketan Dayma
CEO, Unidoc
Brainy Neurals' OCR-based system has made medical report processing much easier. It accurately extracts patient data and summarizes key information, saving us a lot of time and effort. The automation works smoothly and has improved efficiency in handling reports
Fred Fishback
Fred Fishback
With strong expertise in GenAI, image-to-video generation, lip sync, and speech synthesis, the team has created AI avatars that feel remarkably lifelike. Their innovation makes interactions more engaging and dynamic, setting a new standard in AI-driven experiences.
Amit Yadav
Amit Yadav
Founder, Gemperts India Pvt Ltd
My experience with this project showcased the team’s strong expertise in computer vision and depth estimation. They provided a complete solution, including the app and backend, ensuring seamless integration and high performance.
Billy Brush
Billy Brush
Founder, Darkhorse.AI
The team's attention to detail in data annotation was evident throughout the project. They provided accurately labeled datasets with consistency, ensuring smooth AI model training. Their structured approach made the entire process efficient and reliable.
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Frequently asked Questions
Get answers to all your questions about AI and AI-powered business.

Data annotation labels and structures raw data so AI models can learn and perform accurately.

We provide detailed and verified annotations across images, text, audio, and video for AI training.

Yes, we handle specialized annotation for industries like medical imaging, sports, and autonomous systems.

 

We use multi-level quality checks to maintain precision across all annotation projects.

Yes, we adapt datasets to your project’s required formats and model types.

Yes, Brainy Neurals is a professional data annotation company in Ahmedabad offering accurate data annotation services across India.