Camera image acquisition and processing for autonomous-driving models
We built an orchestration process and ML/AI models to acquire, compress, convert and train on camera images for autonomous-driving development.
AI and Software Development
Year:
2025
Client:
Duration:
2023–2025
Camera image acquisition and processing for autonomous-driving models
We built an orchestration process and ML/AI models to acquire, compress, convert and train on camera images for autonomous-driving development.
AI and Software Development
Year:
2025
Client:
Duration:
2023–2025
Camera image acquisition and processing for autonomous-driving models
We built an orchestration process and ML/AI models to acquire, compress, convert and train on camera images for autonomous-driving development.
AI and Software Development
Year:
2025
Client:
Duration:
2023–2025
Brief
The client needed to acquire images from Samsung prototype cameras for recognition and model training for the autonomous driving of new car generations.
Description
We built an orchestration process and ML/AI models, on-premise and in the cloud, for image acquisition, compression and conversion and for training models in-car and in the cloud.
Technologies: ML / AI, On-premise and cloud, Data acquisition system, PCAPNG, DNG, Embedded systems
Outcome
An image acquisition and model-training pipeline for autonomous-driving development, delivered between 2023 and 2025.
Brief
The client needed to acquire images from Samsung prototype cameras for recognition and model training for the autonomous driving of new car generations.
Description
We built an orchestration process and ML/AI models, on-premise and in the cloud, for image acquisition, compression and conversion and for training models in-car and in the cloud.
Technologies: ML / AI, On-premise and cloud, Data acquisition system, PCAPNG, DNG, Embedded systems
Outcome
An image acquisition and model-training pipeline for autonomous-driving development, delivered between 2023 and 2025.
Brief
The client needed to acquire images from Samsung prototype cameras for recognition and model training for the autonomous driving of new car generations.
Description
We built an orchestration process and ML/AI models, on-premise and in the cloud, for image acquisition, compression and conversion and for training models in-car and in the cloud.
Technologies: ML / AI, On-premise and cloud, Data acquisition system, PCAPNG, DNG, Embedded systems
Outcome
An image acquisition and model-training pipeline for autonomous-driving development, delivered between 2023 and 2025.
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Ready for your digital boost with AKRI?
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Ready for your digital boost with AKRI?
Tell us about your project and we’ll find the perfect technology solution for your business.
Ready for your digital boost with AKRI?
Tell us about your project and we’ll find the perfect technology solution for your business.
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New articles, case studies, and cloud technology updates for your business.
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Stay in touch
New articles, case studies, and cloud technology updates for your business.