Tag: idx
Rust detection using machine learning on AWS
Visual inspection of industrial environments is a common requirement across heavy industries, such as transportation, construction, and shipbuilding, and typically requires qualified experts...
Step-By-Step Implementation of GANs on Custom Image Data in PyTorch: Part 2
In Part 1 on GANs, we started to build intuition regarding what GANs are, why we need them, and how the entire point behind training...
Process documents containing handwritten tabular content using Amazon Textract and Amazon A2I
Even in this digital age where more and more companies are moving to the cloud and using machine learning (ML) or technology to...
Building a Complete AI Based Search Engine with Elasticsearch, Kubeflow and Katib
Building search systems is hard. Preparing them to work with machine learning is really hard. Developing a complete search engine framework integrated with...
Natural Language Processing in Production: 27 Fast Text Pre-Processing Methods
Estimates state that 70%–85% of the world’s data is text (unstructured data) . New deep learning language models (transformers) have caused explosive growth in...
Building a customized recommender system in Amazon SageMaker
Recommender systems help you tailor customer experiences on online platforms. Amazon Personalize is an artificial intelligence and machine learning service that specializes in...
Building a Pictionary-style game with AWS DeepLens and Amazon Alexa
Are you bored of the same old board games? Tired of going through the motions with charades week after week? In need of...
Multi-GPU and distributed training using Horovod in Amazon SageMaker Pipe mode
There are many techniques to train deep learning models with a small amount of data. Examples include transfer learning, few-shot learning, or even...
Optimizing I/O for GPU performance tuning of deep learning training in Amazon SageMaker
GPUs can significantly speed up deep learning training, and have the potential to reduce training time from weeks to just hours. However, to...
Predicting driving speed violations with the Amazon SageMaker DeepAR algorithm
Forecasting is an important aspect for many businesses and industries; forging ahead without clearly defined goals could have serious consequences. Product planning, financial...
PT Cashlez Worldwide Indonesia, the Nation’s First Fintech Payment Firm to be Publicly Listed, Makes Strategic Acquisition
PT Cashlez Worldwide Indonesia, which is reportedly the nation’s first Fintech payment company to be publicly listed, saw its share price increase from...