STRADVISION Perceiving the Road Ahead - Visual Intelligence Pioneer
←
→
Page content transcription
If your browser does not render page correctly, please read the page content below
2 Company Overview • Founded in 2014 and co-headquartered in USA and Korea • Develops deep learning based perception software for ADAS and Autonomous Vehicles • 5 mass-production projects with automotive OEMs in China and Germany: first SOP1) in 2019 • 75 US patents issued and 79 pending: +4 Non-US patents issued with 68 pending • 100 Employees: total 85 engineers in data, algorithm, optimization, software and QA • Doubled revenue from $1.9M in 2017 to $4.0M in 2018 : 94 % from automotive customers • Accumulated funding is $14M from Hyundai Motor Company, Hyundai Mobis, LG Electronics and Global Brain; Raising $20M of Series B 1) SOP: Start of production
3 Leader in IP & Adaptation StradVision is at the forefront of identifying, utilizing, and adapting cutting edge platforms Pragmatic innovator – 75 US patents issued, 79 in progress • Patents about application of deep neural networks (DNN): efficient implement, training, faster inference, data engineering, and optimization • Demonstrated the key idea of the IP via intensive experiments and optimization results Goal-oriented Quick Execution • Constantly implementing DNN based object detection on embedded platforms within short periods (3~6 months) TX1/TX2 S820A R-Car H3/V2H TDA2x R-car V3M R-car V3H Exynos8 ZCU-102 SDM845 ’16 3Q ’17 1Q ’17 3Q ’17 4Q ’18 2Q ’18 3Q ’18 4Q 1) DNN: Deep Neural Network
4 Product – SVNet External SVNet External enables vehicles to execute ADAS and self-driving functions Display Platforms R-Car S32V TX2& Snapdragon DPX2 TDA
5 Product – SVNet Internal SVNet Internal monitors both driver’s and passenger’s status to enable a safe driving experience Functions Display • Simultaneous driver & passenger detection and assessment • Gaze Detection • Drowsiness Detection • Age & Gender Detection Platforms R-Car TDA Snapdragon CPU
6 Product – SVNet Tools SVNet Tools enables operational efficiency by guaranteeing data independence Functions Display • Auto Labeling System • Human intervention is required ~5% of the time • Data Training Suite • Platform Optimization Suite Platforms
7 Products on the Road Total 6.8 million vehicles are planned to be on the road with SVNet software Unit: EA 20K AV (Level4) 100K 6,500K ADAS (Level2) 148K 80K After Market 2017 2018 2019 2020 2021 Image source: freepik
8 Towards Mass Production Since our inception, StradVision has successfully set up mass-production level technology and commercial stacks for deep learning-based software. Compliance – EuroNCAP & GB (Guobiao) Process – ASPICE CL 2 & ISO 26262 Hardware-specific Optimization Collision Estimation DL Based Perception
9 Business Potential While existing business is expected to start to bring in significant license revenue from 2021, R&D efforts will open new opportunities for additional revenue streams Revenue Projection (M$) 160 • With the first Start of Upside potential Production(SOP) in 2019, license 140 120 revenue will hit $10M in 2021, Phase 2: 100 then rapidly grow Collecting license revenue 80 • Current R&D efforts are in 60 Phase 1: sensor fusion, Driver Monitoring 40 Prototype Production System(DMS) and AI Tools. 20 These technology will open 0 2018(A) 2019 2020 2021 2022 2023 Sensor Tools 2023 opportunities in more Fusion aggressively growing markets ADAS with exterior/interior cameras
You can also read