I will deploy ai models on edge devices for realtime predictions


Sobre este Serviço
Looking to deploy deep learning models on iOS, Android, or backend servers? I specialize in edge deployment, enabling AI models to run directly on mobile devices or backend systems for real-time predictions without heavy cloud reliance.
What I Offer:
- iOS & Android Deployment: Efficient deployment of models like image classification, object detection, and segmentation directly on mobile devices. This allows offline AI processing, ensuring low latency and fast results.
- Backend Deployment: For server-side deployment, I integrate your model into backend systems, APIs, or cloud infrastructure. Ideal for handling larger datasets, batch processing, or scaling web apps with AI.
Key Features:
- On-Device Predictions: Models run on mobile devices with minimal delays, providing real-time AI capabilities.
- Optimized Performance: Models are optimized for resource-constrained environments like mobile phones or edge devices.
- Cross-Platform: Deploy across iOS, Android, or backend for flexible AI integration.
- Real-Time Camera Integration: Get live predictions from device cameras, ideal for apps needing instant detection.
Lets take your model from concept to real-world deployment!
Conheça mais sobre Faiz Akram
11 years of turning vision into innovation with AI
- A partir deÍndia
- Membro desdeago. de 2022
- Responde em aprox.:4 dias
- Última entrega12 meses
Idiomas
Inglês
Meu portfólio
Perguntas frequentes
Can you deploy models for both Android and iOS?
Yes, I specialize in deploying deep learning models on both Android and iOS platforms, ensuring smooth performance and real-time predictions on mobile devices.
Will the models work offline on mobile devices?
Absolutely! The models can be deployed to work offline, enabling real-time predictions directly on the device without relying on a cloud connection.
What backend systems do you support for model deployment?
I can deploy models on various backend systems, including cloud servers (AWS, Google Cloud), as well as local servers. This allows for efficient handling of larger datasets and batch processing.
Can you help with custom model development from scratch?
Yes, I can handle the entire process from model development, including training and testing, to edge deployment. I’ll work with you to create a custom model, optimize it for your specific use case, and deploy it to mobile or backend systems for real-time use.Let's discuss it in depth.
How do you optimize models for mobile and backend deployment?
I use techniques like model compression, quantization, and platform-specific optimizations to ensure that the model runs efficiently on mobile devices and backend servers without compromising performance.
2 avaliações deste Serviço
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- Qualidade da entrega
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Ordenar por
C christophergust
Cliente recorrente

Estados Unidos
Faiz patience with me the past couple weeks have been beyond reproach. I am truly grateful. I fought every step of the way to ensure he'd be on my team. Thank you Faiz!
US$ 800-US$ 1.000
$
3 dias
Tempo
Útil?C christophergust
Cliente recorrente

Estados Unidos
Took a look at my algo was specific with my request and made his own he understand breaking down logic and how to improve upon it he can scale down the big picture to the small more importantly he understands your specific request, is mindful of it and delivers on that whilst providing more recommendations.
US$ 100-US$ 200
$
1 dia
Tempo
Útil?
2 avaliações deste Serviço
| (2) | ||
| (0) | ||
| (0) | ||
| (0) | ||
| (0) |
Classificação detalhada
- Nível de comunicação do freelancer
- Qualidade da entrega
- Valor da entrega
Ordenar por
C christophergust
Cliente recorrente

Estados Unidos
Faiz patience with me the past couple weeks have been beyond reproach. I am truly grateful. I fought every step of the way to ensure he'd be on my team. Thank you Faiz!
US$ 800-US$ 1.000
$
3 dias
Tempo
Útil?C christophergust
Cliente recorrente

Estados Unidos
Took a look at my algo was specific with my request and made his own he understand breaking down logic and how to improve upon it he can scale down the big picture to the small more importantly he understands your specific request, is mindful of it and delivers on that whilst providing more recommendations.
US$ 100-US$ 200
$
1 dia
Tempo
Útil?

