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I will optimize tensorrt, cuda, fp16 and int8 inference for jetson edge ai devices
Computer Vision Specialist
I build computer vision systems that transform raw visual information into structured, useful intelligence. My work combines image processing, deep learning, and software engineering to solve complex ...
Acerca de este Servicio
Is your computer vision model running too slowly on an edge device? I can optimize compatible AI models with TensorRT, CUDA, FP16, and INT8 techniques to improve inference performance and make better use of available GPU resources.
I can profile your existing deployment, identify performance bottlenecks, convert supported models, configure optimized inference, and benchmark the results. The workflow can be tailored to NVIDIA Jetson and other compatible CUDA-enabled edge platforms while considering accuracy, latency, memory usage, and FPS requirements.
Services Included
- TensorRT optimization
- CUDA optimization
- FP16 inference
- INT8 inference
- Jetson optimization
- AI model profiling
- Inference benchmarking
- FPS optimization
- Latency reduction
- GPU utilization
- Memory optimization
- ONNX conversion
- TensorRT engine building
- YOLO optimization
- CUDA configuration
- Model quantization
- Calibration support
- Real-time inference
- Camera pipeline optimization
- Python integration
Send me your model, hardware specifications, current benchmark, software environment, and target performance to get started.
