Remove APIs Remove Automotive Remove Scripts
article thumbnail

Create Amazon SageMaker models using the PyTorch Model Zoo

AWS Machine Learning

We walk through an end-to-end example, from loading the Faster R-CNN object detection model weights, to saving them to an Amazon Simple Storage Service (Amazon S3) bucket, and to writing an entrypoint file and understanding the key parameters in the PyTorchModel API. Step 4: Building ML model inference scripts. Step 1: Setup.

article thumbnail

Auto-labeling module for deep learning-based Advanced Driver Assistance Systems on AWS

AWS Machine Learning

This includes scripts for model loading, inference handling etc. Then, using the SageMaker API, we can start the asynchronous inference job as follows: import glob import time max_images = 10 input_locations,output_locations, = [], [] for i, file in enumerate(glob.glob("data/processedimages/*.png")):

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

Machine Learning with MATLAB and Amazon SageMaker

AWS Machine Learning

It’s heavily used in many industries such as automotive, aerospace, communication, and manufacturing. REGION.amazonaws.com/sagemaker-matlab-training-r2023a:latest Open MATLAB and open the live script called PumpFaultClassificationMATLABSageMaker.mlx in folder examples/PumpFaultClassification. amazonaws.com docker push ACCOUNT.dkr.ecr.

article thumbnail

Revolutionizing knowledge management: VW’s AI prototype journey with AWS

AWS Machine Learning

Amazon API Gateway : Acts as the entry point for all RESTful API requests to the backend services, offering features such as throttling, monitoring, and API version management. It supports integration with various identity providers to facilitate easy and secure user sign-in and registration processes. b64encode(contents).decode('utf-8')

article thumbnail

What is Omnichannel Customer Engagement & How to Improve It

NobelBiz

Utilize templates and predefined scripts to maintain consistency. Brad Dashnaw is the CEO of one of the top companies in the Digital Marketing space for Higher Education and Automotive Companies with over 4,000+ succesful clients. CRM Connectors and API Integrations: Updating CRM client profiles in real-time just got easier.

article thumbnail

Customize small language models on AWS with automotive terminology

AWS Machine Learning

For instance, in the automotive industry, users might not always provide specific diagnostic trouble codes (DTCs), which are often proprietary to each manufacturer. Similarly, in tasks like code generation and suggestions through chat-based applications, users might not specify the APIs they want to use.