I will optimize yolo models, onnx inference, tensorrt deployment and ai performance

United States

I speak English, Spanish, French

Computer Vision Applied AI Professional

I am a Computer Vision and Applied AI professional focused on making visual data useful for real-world applications. I work across the full vision workflow, from preparing image data to developing mod...
About this Gig

Is your computer vision model too slow, too large, or difficult to deploy? I can optimize compatible AI models for faster inference, efficient resource usage, and practical production deployment.


I can profile your existing model, convert supported formats, optimize inference, and prepare deployment pipelines for GPUs, edge devices, servers, or other compatible environments. The workflow can include ONNX, TensorRT, FP16, INT8, CUDA, and model-specific optimization based on your performance requirements.


Services Included

  • YOLO optimization
  • ONNX inference
  • TensorRT deployment
  • AI performance tuning
  • Model optimization
  • Model conversion
  • ONNX conversion
  • TensorRT engines
  • FP16 optimization
  • INT8 quantization
  • CUDA acceleration
  • GPU inference
  • FPS benchmarking
  • Latency optimization
  • Memory optimization
  • Model profiling
  • Inference testing
  • Edge deployment
  • Server deployment
  • Python integration


Send me your model, hardware specifications, current performance, software environment, and target FPS or latency to get started.


APIs:

Microsoft Computer Vision AI

•

Amazon Rekognition

Expertise:

Image processing

•

Feature learning

•

Classification

Programming language:

Python

•

R

•

MATLAB

•

Colab

•

Java

Tools:

OpenCV

•

TensorFlow

•

MLflow

•

SimpleCV

•

CVAT

•

Colab

•

PyTorch

Frameworks:

DeepPy

•

Google ML Kit

•

SimpleCV

•

Keras

•

PyTorch

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