Building an Image Recognition App in Javascript using Pinecone, Hugging Face, and Vercel

1

Vercel

Vercel is a platform that allows us to deploy serverless functions and static websites with minimal configuration and hassle. Vercel also provides us with a generous free tier and a global edge network that ensures low latency and high availability for our app.

#Developer Tools #Web Development Tools #App Deployment 598 social mentions

2

React Native

React Native (and Expo) is a framework that allows us to build native mobile applications using Javascript and React. React Native also gives us access to many of the sensors and features that exist on phones, such as the camera, which we will use to capture images for our app.

#Development Tools #JavaScript Framework #Javascript UI Libraries 232 social mentions

3

Hugging Face

Hugging Face is a platform that provides us with a large collection of pre-trained and ready-to-use AI models for various tasks and domains. It also allows us to host our own custom models and use them via a simple API. In this post, we’ll use a custom CLIP model to generate vector embeddings for any image (we’ll talk about embeddings later in this post), instead of predicting a fixed set of classes.

#AI #Social & Communications #Chatbots 295 social mentions