Accelerating impact through innovative machine vision
Reimagine what’s possible
Fractal Named a Leader in The Forrester Wave : Customer Analytics Service Providers, Q2 2023
Fractal received the highest score possible in 16 out of 29 criteria, the most of all evaluated vendors.
Fractal Named a Leader in The Forrester Wave : Customer Analytics Service Providers, Q2 2023
Fractal received the highest score possible in 16 out of 29 criteria, the most of all evaluated vendors.
Generative AI
Ambient AI
Privacy Preserving
With experience building end-to-end solutions for Fortune 500 companies, Fractal can provide IVA that can be customized to create impactful analytics from unstructured data — whatever your industry.
Microservices led big-data-based architecture, Multimodal Image Data processing, Deep learning Model compression for edge devices, Patented Privacy Preservation
API based access, Portable containerized model packages, CT/CI/CD frameworks, Cloud agnostic
Prebuilt IVA models, 3D Point Cloud Models, Generalizable deep-learning methods – Domain adaptation
Edge deployments, Distributed processing, Big-data ready stack, Model sparsification and quantization, Stream processing
Generative AI based algorithms – diffusion algorithms, GANs, Patented architectures, SOTA learning strategies-based frameworks, Few /One/Zero-shot learning, Federated Learning, Auto-annotation through active learning
Deep learning architectures – Attention-based architectures, Hierarchical DL Classifiers, Learning methods – Self Supervised Learning, incremental learning, Addressing data drift using generative modeling
Microservices led big-data-based architecture, Multimodal Image Data processing, Deep learning Model compression for edge devices, Patented Privacy Preservation
API based access, Portable containerized model packages, CT/CI/CD frameworks, Cloud agnostic
Prebuilt IVA models, 3D Point Cloud Models, Generalizable deep-learning methods – Domain adaptation
Edge deployments, Distributed processing, Big-data ready stack, Model sparsification and quantization, Stream processing
Generative AI based algorithms – diffusion algorithms, GANs, Patented architectures, SOTA learning strategies-based frameworks, Few /One/Zero-shot learning, Federated Learning, Auto-annotation through active learning
Deep learning architectures – Attention-based architectures, Hierarchical DL Classifiers, Learning methods – Self Supervised Learning, incremental learning, Addressing data drift using generative modeling
Retail & CPG
Insurance
Manufacturing
Oil & gas
Logistics
Social impact
Defence
Fractal delivers intelligent solutions across a wide range of IVA domains, automating processes, reducing cost and human error, and unlocking critical business insights.
Introducing Imagine AI – your ultimate co-pilot for effortless image generation and editing. Powered by cutting-edge generative AI technologies, this platform offers a one-stop-shop for all your photo-manipulating needs.
Benefits of Fractal’s solution;- Generate high-resolution, tailored images with simple prompts
- Fine-tune base models to meet specific requirements
- Seamlessly modify specific image parts, maintaining full control
- Create diverse variations with unique styles and compositions
- Extend and transform visuals using text prompts, unleashing unlimited creativity
Leveraging predictive analytics, Fractal’s machine vision solutions revolutionizes threat detection, analysis and prevention. This digital surveillance system minimizes the need for human labor while reducing security management costs- a testament to modern-day ingenuity!
Benefits of Fractal’s solution;- Produce real-time alerts
- Reduce labor costs
- Eliminate fatigue-induced errors
- Enhance forensic capabilities
- Improve situational awareness
COVID safety
Satellite imagery
Traffic management
Facility management
Access control (human and vehicle)
Person tracking and crowd surveillance
- Customize to fit exact specifications
- Understand and quantify drivers of business
- Gain real-time insights that drive sales volume
- Implement automated, fast, and scalable solutions
- Reduce high labor costs and human error in manual activities
- Use patented deep learning techniques for high accuracy at SKU level
Ad effectiveness
Ad block feature analytics
SKU/Planogram compliance
SKU count and on-shelf availability
Purity compliance (presence of competitor brands)
Hard copy documents are inefficient for sharing critical business insights, limiting visibility across departments and locations. Fractal’s digitization solution enables you to access an accessible single source of truth that provides instant data retrieval capabilities and a comprehensive 360° view into previously-unseen information.
Benefits of Fractal’s solution;- Extract information across a wide variety of sources and formats
- Fine-tune client-specific data to achieve state-of-the-art results on both digital and scanned documents
- Build custom intelligence layers for actionable insights and desired business outcomes
Layout analysis
Digitizing scanned images
Document and page classification
Entity recognition and extraction
Table extraction and understanding
Understanding legal and contractual documents
Manual damage assessments are labor and time intensive. Reduce the cost and lead time on insurance claim settlements with Fractal’s specialized machine vision solutions.
Benefits of Fractal’s solution;- Use multi-resolution compatible models
- Automatically process aerial imagery
- Classify and quantify damage effortlessly
- Leverage multiple sources (Drone & Satellite (SAR & RGB))
Oil rig monitoring
Car damage analysis
Hardware damage assessment
Rooftop damage assessment (satellite/drone)
Unveiling Surveillance Secrets with Deep Learning
Paper
3D Attention-based YOLO-SWINF
Introducing YOLO-SWINF: A real-time video object detection model that enhances accuracy by capturing temporal information. Our 3D attention module analyzes frames to boost detection results without sacrificing speed. Experience a 3 AP point improvement with minimal increase in inference time. Achieve 80.4% AP at 38FPS with our YOLO-SWINF-X model. Keywords: Video object detection, 3D Attention module, Real-time, YOLOX.
Suraj Amonkar
Suraj Amonkar
Client Partner
Enable better decisions
with Fractal