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Create Gradio Demo for Speaker Verification

Analytics Vidhya

We will leverage the Gradio Python package for creating a web interface for the model and deploy our app on Hugging Face Spaces. The post Create Gradio Demo for Speaker Verification appeared first on Analytics Vidhya. In this article, we will build an app for Speaker Verification using UniSpeech-SAT and X-Vectors.

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Build and deploy a UI for your generative AI applications with AWS and Python

AWS Machine Learning Blog

In this post, we explore a practical solution that uses Streamlit , a Python library for building interactive data applications, and AWS services like Amazon Elastic Container Service (Amazon ECS), Amazon Cognito , and the AWS Cloud Development Kit (AWS CDK) to create a user-friendly generative AI application with authentication and deployment.

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Creating a web app for Gradio application on Azure using Docker: A step-by-step guide

Data Science Dojo

After some digging, I realized that I could use Docker to deploy custom Python web applications, which was perfect since I had neither the time nor the expertise to go through the “code” option on Azure. Requirements.txt: This file lists the Python libraries required for the source code to function properly.

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Vision Language Models: Introducing the new tiny VLM Moondream 2

Data Science Dojo

Learn computer vision using Python Phi-1.5 Some demos included in its repository highlight its capabilities. Let’s look at these demos below: Demo 1 Moondream 2 was provided with the following image: Based on this image, the VLM was asked some relevant questions. Demo 2 The VLM was provided with another image.

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How to Implement Data Engineering in Practice?

Analytics Vidhya

Components of Data Engineering Object Storage Object Storage MinIO Install Object Storage MinIO Data Lake with Buckets Demo Data Lake Management Conclusion References What is Data Engineering? Image Source: GitHub Table of Contents What is Data Engineering? Initially, we have the definition of Software […].

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Recapping the Cloud Amplifier and Snowflake Demo

Towards AI

Recapping the Cloud Amplifier and Snowflake Demo The combined power of Snowflake and Domo’s Cloud Amplifier is the best-kept secret in data management right now — and we’re reaching new heights every day. If you missed our demo, we dive into the technical intricacies of architecting it below. Instagram) used in the demo Why Snowflake?

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Deep Learning on your phone: PyTorch C++ API for use on Mobile Platforms

KDnuggets

This article shows an end-to-end demo of how to write a simple C++ application with Deep Learning capabilities using the PyTorch C++ API such that the same code can be built for use on mobile platforms (both Android and iOS). The PyTorch Deep Learning framework has a C++ API for use on mobile platforms.