Video analytics with hardware acceleration
The training focuses on advanced video processing techniques using hardware acceleration in the context of artificial intelligence. The program covers practical aspects of implementing real-time video analysis systems, with a focus on performance optimization. The workshop combines theory with intensive hands-on sessions, allowing participants to understand both the algorithmic and technical aspects of implementation.
Issues
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GPU/TPU architecture
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Parallel programming
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Stream processing
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Object detection
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Motion tracking
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Performance optimization
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Memory management
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Profiling of systems
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Scaling up solutions
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Performance monitoring
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Edge computing
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Real-time systems
Benefits
- The participant will develop the ability to design high-performance video analysis systems
- Implementing algorithms using hardware acceleration
- Will learn to optimize real-time video processing performance
- Will learn techniques for efficient use of GPU/TPU resources in video analysis
- Will be able to implement advanced object detection and tracking algorithms
- Will gain the ability to design scalable video stream processing systems
- Will develop the ability to diagnose and solve performance problems
- Will gain experience in managing large-scale video analysis systems
Who is this training for?
Prerequisites
- Knowledge of parallel programming
- Experience in image processing
- GPU architecture basics
- Knowledge of vision algorithms
Training program
GPU/TPU architectures
- Parallel programming models
- Memory optimization
Stream processing
- Real-time video processing
Object detection
- Motion tracking
- Semantic segmentation
- Behavioral analysis
- Performance optimization
- Acceleration techniques
- Resource management
Load balancing
- Profiling performance
- Production deployments
- Systems architecture
- Scaling up solutions
- Performance monitoring
- Stream management
Delivery Methods
Online
- Convenience of participating from anywhere
- Interactive live sessions with trainer
- Materials available for 30 days
- No travel costs
On-site
- Direct contact with trainer and group
- Intensive hands-on workshops
- Networking with other participants
- Full focus on learning
Frequently asked questions
Who is the Video analytics with hardware acceleration training for?
This training is designed for professionals looking to develop skills in video analytics with hardware acceleration. Required level: advanced.
How long is the Video analytics with hardware acceleration training?
The training lasts 2. Available in online or on-site format.
Will I receive a certificate?
Yes — every participant receives a completion certificate confirming acquired competencies. EITT holds ISO 9001 accreditation.
Can this training be conducted for a closed group?
Yes — we offer dedicated closed trainings for companies. We customize the program to your team's needs. Contact us for an individual quote.
Request a quote
Funding Options
Check funding options for your company
Development Services Database
Up to 80% funding for SMEs from EU funds
Check availabilityNational Training Fund
Up to 100% funding for employers
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We train teams at Poland's largest companies
Interested in this training?
Contact us - we'll prepare an offer tailored to your organization's needs.