ONNX experts for cross-platform AI deployment
ONNX (Open Neural Network Exchange) enables seamless interoperability between different AI frameworks, allowing organizations to build machine learning models once and deploy them anywhere. Our ONNX specialists help you overcome the challenges of framework lock-in by creating portable, optimized AI solutions that work across platforms and hardware configurations.
We specialize in:
- Model conversion and optimization: Transforming models from frameworks like TensorFlow, PyTorch, and scikit-learn into the universal ONNX format.
- Cross-platform deployment: Implementing ONNX models across cloud services, edge devices, and various runtime environments.
- Performance tuning: Enhancing inference speed and reducing memory footprint for production AI systems.
- ONNX Runtime integration: Leveraging ONNX Runtime to accelerate model inference across CPUs, GPUs, and specialized hardware.
- Custom operator development: Creating specialized ONNX operations for unique model requirements and proprietary algorithms.
- Framework migration strategy: Planning and executing AI framework transitions using ONNX as the common interchange format.
Our consultants combine deep expertise in machine learning with ONNX-specific knowledge to help you build AI solutions that aren't constrained by framework boundaries. We ensure your models perform optimally across different environments while maintaining accuracy and functionality, giving you the freedom to choose the right tools for each stage of your AI workflow.
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15 000+ qualified experts in our network
With our Europe-wide network of top-tier IT and business professionals, we bring together over 15,000 highly qualified experts, each equipped with deep industry knowledge and specialized skills. Whether you need cutting-edge technology solutions, strategic business consulting, or project execution support, our professionals are ready to deliver exceptional results.
ONNX
Need help with ONNX? Right People Group offers experienced ONNX developers and consultants for your projects. We provide individual freelance consultants or can assemble a whole team of contractors. Whether you need remote or on-site assistance, we have options to accommodate your needs.
Why ONNX
ONNX (Open Neural Network Exchange) is a powerful tool that helps developers build, share and run machine learning models efficiently. With ONNX, you can unlock cross-platform compatibility, improve the performance of your models, and speed up your machine learning workflows.
Right People Group can help you unlock the full potential of ONNX. Our network of skilled developers can assist you in integrating ONNX into your existing workflows, optimizing model performance, and overcoming any challenges in adopting this technology.
Custom solutions for your project
We understand that each project is unique. Whether you are looking to migrate existing models to ONNX, optimize models for better performance, or build complete ONNX workflows, we have the expertise to deliver solutions tailored to your specific needs.
Get a qualified expert fast
Finding the right ONNX expert can be difficult and time-consuming. We understand the urgency of your projects. With Right People group, you can connect with qualified and vetted freelance ONNX developers and consultants quickly, without the hassle of traditional recruitment methods.
Why choose Right People Group
Right People Group is a consulting firm that specializes in finding the right people for your projects. We focus on understanding your specific project needs and providing you with experienced professionals who have the skills to deliver. You manage the collaboration directly with the consultant or team while we handle all the contractual aspects.
Let's get started
Ready to get started with ONNX? Contact us today and we'll connect you with the right experts for your ONNX project.
What is ONNX
ONNX (Open Neural Network Exchange) is an open-source format for representing machine learning models. It acts like a universal translator for machine learning, allowing different machine learning frameworks to work together seamlessly.
Here's why ONNX is important:
- Framework Interoperability: ONNX eliminates the barriers between different machine learning frameworks. You can train a model in one framework (like PyTorch) and deploy it in another (like TensorFlow) using ONNX.
- Hardware Optimization: ONNX models can be optimized for various hardware platforms, ensuring efficient inference on CPUs, GPUs, and specialized AI accelerators.
- Simplified Deployment: With ONNX, you can deploy your models to different environments (cloud, edge, mobile) with ease, reducing the complexity of model deployment pipelines.
- Community Support: ONNX enjoys robust community support and a rich ecosystem of tools and resources, fostering collaboration and innovation within the machine learning community.
In essence, ONNX streamlines the machine learning workflow, enabling developers to focus on building and deploying effective models without the constraints of framework or hardware limitations.
15 000+ qualified experts in our network
With our Europe-wide network of top-tier IT and business professionals, we bring together over 15,000 highly qualified experts, each equipped with deep industry knowledge and specialized skills. Whether you need cutting-edge technology solutions, strategic business consulting, or project execution support, our professionals are ready to deliver exceptional results.
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