We Deliver the Extraordinary Benefits Of This Powerful Toolkit
Today, an incredible amount of information exists online about artificial intelligence. Within a short period of time, a person with some technical skill could potentially train their own AI model. However, in an industry that continues to expand its horizons, model training is only the beginning.
If you want to ensure that your AI model is optimized for marketplace deployment, your project requires a trusted, professional deep learning and machine learning consulting company.
RidgeRun.ai is a deep learning consultant with expertise in real-time model performance. We provide value for you and the end user by taking advantage of the sophisticated deep learning tools available now to ensure your model succeeds.
We also offer MLOps consulting (machine learning operations) for continued training, updating, and versioning your model. Our services are all-encompassing, so you can go far beyond model creation. With RidgeRun.ai you can scale a high-performing AI use case to enrich your users’ lives.
For many of our clients, this path to success begins with the conversion of your model to NVIDIA DeepStream. Start the process by contacting RidgeRun.ai now.
Our AI Consulting Firm’s Approach to DeepStream Conversion
The steps involved with converting your model to NVIDIA DeepStream have one purpose: to ensure you can experience fast, real-time deep learning video analytics for your application.
Our deep learning and machine learning consulting team follows this process:
Converting the model from its original framework to run effectively on NVIDIA by using TensorRT.
Pre-processing the input data, so that it works with the model in this form.
Interpreting the output data and generating a DeepStream meta code to enable your use case, such as object detection.
If your model is non-standard, RidgeRun.ai’s deep learning and MLOps consulting team can create a customized DeepStream meta to make it fit the framework. No matter what model you bring to our team, we can convert it for optimal deep learning performance.
Why NVIDIA DeepStream?
You may find that bringing your prototype into production requires additional engineering support from an AI consultant with a significant depth of knowledge in the field.
We hear from clients who want their model to run faster, so that it provides performance specifications they’ve imagined since their concepting stage. The most effective way to accelerate your deep learning model’s speed is through NVIDIA DeepStream.
Our deep learning consulting firm’s work with DeepStream offers these additional benefits:
DeepStream lets you integrate easily with a significant framework for AI use cases: GStreamer. GStreamer allows for stacking additional multimedia functionalities onto your model, such as the ability to stream video to a smartphone, video encoding/decoding, the ability to take a screenshot, and much more. By using DeepStream, GStreamer works right out of the box to provide additional features for your application.
Our clients receive additional value from GStreamer functionality when harnessing our deep learning and deep learning consulting services. RidgeRun.ai is a division of RidgeRun, an embedded software company that offers an extraordinary level of expertise with GStreamer multimedia solutions with accelerated hardware. We apply this working knowledge for our clients at RidgeRun.ai.
You don’t just accelerate your model’s speed when tapping RidgeRun.ai’s engineering process to convert your model to DeepStream. The entire ecosystem surrounding DeepStream is accelerated, removing bottlenecks at every phase, including conversion to TensorRT, pre-processing the data at hardware level, DeepStream meta coding, and, if necessary, the time spent creating a custom DeepStream element for your special requirements.
Each of these phases requires knowledge that typically slows down teams without concentrated deep learning experience that is focused on solving these issues day-to-day. The ability to provide these optimizations is why we’re here: to support and enhance your excellent work.
Rely On Our AI Consulting Team For Exceptional Deep Learning Results
Our deep learning and MLOps consulting company keeps its finger on the pulse of AI as new opportunities, tools, and resources emerge to benefit our clients.
We exist to accelerate your marketplace success, so that your project can provide the significant benefits of AI and demonstrate your groundbreaking capabilities.
RidgeRun.ai’s consulting team provides these services and more:
Comprehensive machine learning and deep learning development
Precise computer vision and audio processing
High-performance model integration and run-time optimization
Expert MLOps consulting
Fully dedicated continuous integration and deployment
No matter your current project phase, our team works as an extension of yours to take your application to the next level. Contact RidgeRun.ai today to begin your partnership.
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