Advancement in semiconductor solutions aided by accuracy of trained models brings the Artificial Intelligence closer to the human brain. The controlled accuracy and predictability of a machine with artificial intelligence soon will enable a doctorless surgery or a driverless vehicle a reality from the current infancy stage. Artificial Intelligence is collection of technologies that makes unbiased decisions based on the Sense, Learn and Act (SLA)
Mobiveil’s offering in Artificial Intelligence / Machine Language includes
- Model Training
- Deep Learning and optimized Matrix Multiplication Tensors
Video Analytics
With the maturity of Machine Learning / Artificial Intelligence (ML/AI) solutions, Computer Vision is becoming a reality in many fields like Digital Surveillance with Edge computing, Healthcare, Autonomous Vehicles to name a few.
Computer Vision
Current Market Share – $9.28bn, $48.32bn by 2023(Source – Globenewswire)
Video Analytics
Current Market Share – $2.77Bn, $8.55Bn by 2023(Source – Markets and Markets)
is the expected Market Share by 2023
OpenCV implementation
Video Streaming using RTSP
OpenCL solution to integrate FPGA, GPU based acceleration
Tensorflow, Caffe2, PyTorch – Neural Network Framework
Video Analytics solution using OpenVino for SmartCity solution
Codec implementation in FPGA for performance optimization– VP9, H.264, HEVC, Video Transcoding
1
- Hardware Development
2
- FPGA Acceleration – Encoder, decoder, Compression, Decompression, Transcoding
- Expertise with SDaccel (Xilinx), AOCL (Intel) tool
3
- Embedded Software, Device Driver development for Platforms
4
- Driver Development
5
- Open CL, OpenCV based Software implementation
6
- OpenVino based Video Analytics solutions – Training models, Inferences
- Training Models
- Improving Inference engine performance for different hardware
7
- Edge computing and Meta data transformation
8
- Cross platform migration
