FPGA Design & Development
We develop cutting edge computer vision solutions using Image Processing & Machine Learning
One of the most important aspect of Artificial Intelligence is the ability to interpret and process visual inputs in the form of videos and images. Computer vision forms a major part of what we do and we are experts in image processing and algorithm development. We work in applications that are based not only on image processing and also on applications that require machine learning / deep learning in addition to image processing. We build solutions both on the cloud and on the edge.
We are experts in all image processing tools, technologies and techniques.
Key Highlights
- Image Enhancement / Restoration, Denoising, Filtering
- Segmentation, Feature Extraction, Background separation
- Image & Video Compression
- Image & Video Transforms
Applications
- Test & Measurement in Manufacturing
- Analysis of Videos
- Product Quality Assessment
- Inspection
Tools/Technology
- MATLAB
- OpenCV
- Python/C++ Based Solutions
Our expertise extends from hardware to algorithm development and we use all our system design knowledge to deliver solutions that are optimized for processing resources, power and memory.
Key Highlights
- Custom Built Deep Learning Models
- Implementing DL inference in Embedded system
- Implementing DL inference On the Cloud
- Implementation on SmartPhones, GPU cards, FPGA, X86
- Distributed Architecture – Mixed Server and Edge Analytics
Applications
- Object Recognition
- Object Tracking
- Human Posture Estimation
- People Identification
- Facial Fiducial Extraction
Tools/Technology
- Python/C++ Based Solutions
- Traditional ML models – Regression, Clustering, SVM
- Deep Learning models – CNN, RNN, LSTM
- TensorFlow
- Keras API’s
Image Processing
We are experts in all image processing tools, technologies and techniques.
Key Highlights
- Image Enhancement / Restoration, Denoising, Filtering
- Segmentation, Feature Extraction, Background separation
- Image & Video Compression
- Image & Video Transforms
Applications
- Test & Measurement in Manufacturing
- Analysis of Videos
- Product Quality Assessment
- Inspection
Tools/Technology
- MATLAB
- OpenCV
- Pyhton/C++ Based Solutions
Machine Learning & Deep Learning
Our expertise extends from hardware to algorithm development and we use all our system design knowledge to deliver solutions that are optimized for processing resources, power and memory.
Key Highlights
- Custom Built Deep Learning Models
- Implementing DL inference in Embedded system
- Implementing DL inference On the Cloud
- Implementation on SmartPhones, GPU cards, FPGA, X86
- Distributed Architecture – Mixed Server and Edge Analytics
Applications
- Object Recognition
- Object Tracking
- Human Posture Estimation
- People Identification
- Facial Fiducial Extraction
Tools/Technology
- Python/C++ Based Solutions
- Traditional ML models – Regression, Clustering, SVM
- Deep Learning models – CNN, RNN, LSTM
- TensorFlow
- Keras API’s
Ready to Integrate YV Modules
We accelerate speed to market by using our existing ready to integrate modules that have gone through regressive testing over a period of time.
Object Recognition
Edge Detection
Pose Estimation
Character Recognition
