A traditional Web Application Firewall (WAF) can no longer protect against the subtle and pernicious attacks that happen at the application layer. Given below are …
Applying AI – Computer Vision and NLP
Two of the areas where Artificial Intelligence is thriving are Computer Vision(CV) and Natural Language Processing. CV tries to replicate the human act of seeing …
LLMs and the PaLM API
An LLM is a neural network that takes input text and gives a response. LLMs are trained on a huge corpus of information. LLMs can …
ODML with MediaPipe
On-Device Machine Learning or ODML refers to running machine learning models using just the computing resources of the device in question.MediaPipe is a low code/no …
ODML – Running LLMs on Android
Large Language models are built by training them on a very large corpus of data. They are typically based in deep-learning neural networks such as …
Machine Learning in Web apps
JavaScript is easily the most popular programming language out there and it makes sense to enable this large cohort of JS programmers out there to …
Scaling models using Data parallelism with DTensor
Datasets are getting larger and models likewise. From a few millions today’s models are trained on billions of parameters. Traditionally parallelism was achieved by splitting …
Machine Learning on Android
Android provides you with two approaches to use on device Machine Learning in your apps.1)ML Kit2)Android’s Custom ML stack In terms of advantages latency is …