react-native-vision-camera VS redux-toolkit

Camera and Image Captioning: For taking pictures we will use react-native-vision-camera and for generating captions from the images, react-native-quick-tflite.

> One of the big "aha" moments I had was a couple years ago when I was trying out Stripe's Identity product, which lets you take a selfie and a picture of your ID for identity verification purposes. It's pretty amazing how Stripe was able to do the full image analysis (i.e. edge detection when you take a picture of your ID) solely with browser APIs.

Do you have any details on that Stripe app? I've found the browser camera handling lacking on mobile if you want to overlay it with a "position the subject here" rectangle, or display instructions alongside, or detect QR codes as well as other subjects. I'd like this to be an out-of-date view. I've been considering React Native for the next version, using https://github.com/mrousavy/react-native-vision-camera as it seems much more feature complete.

You can use react-native-vision-camera and a frame processor that uses some kind of OCR to get the number plates.

This is a demonstration of what VisionCamera V3 is capable of - I built a small plugin to load any TensorFlow Model (.tflite) from resources and run it on every Camera Frame. This is going to be a game-changer, since the developer no longer needs to write native code for such complex tasks - it only takes a few lines of JavaScript to spin up a Camera, do real-time processing with a TensorFlow model, and draw anything to the Frame. Magic!

it's https://github.com/mrousavy/react-native-vision-camera

I finally got react-native-vision-camera and vision-camera-face-detector working yesterday by using Windows Subsystem for Linux (WSL). On windows itself it just doesn't work for me (https://github.com/mrousavy/react-native-vision-camera/issues/1474)

I'm the author of react-native-vision-camera, a library that exposes platform native Camera features to React Native.

Here’s an example from react-native-vision https://github.com/mrousavy/react-native-vision-camera/blob/main/example/src/views/StatusBarBlurBackground.tsx

6. Vision Camera

Redux Docs Redux Image

Source: Conversation with Bing, 20/5/2024 (1) Redux Toolkit | Redux Toolkit. https://redux-toolkit.js.org/. (2) State Management: Overview | React Common Tools and Practices. https://react-community-tools-practices-cheatsheet.netlify.app/state-management/overview/. (3) How to Use Redux Toolkit to Manage State in Your React Application. https://www.freecodecamp.org/news/use-redux-toolkit-to-manage-state-in-react-apps/. (4) Mastering React Toolkit: A Comprehensive Guide to Efficient State .... https://30dayscoding.com/blog/mastering-react-toolkit. (5) github.com. https://github.com/NordOst88/React-redux-boilerplate/tree/aefb4a2197d4ee247a0a4a9dd623e696240e1849/src%2Freducers%2FcounterReducer.js. (6) github.com. https://github.com/WellytonSdJ/Estudo-Redux/tree/8bbf7c8fac43781dba1a9b440bf0e1f4a64952c3/src%2Ffeatures%2FCounter.js.

We took our time evaluating different options and ultimately landed on a focused set of technologies: Next.js, TypeScript, Redux Toolkit, SASS, and Axios. This combination offers a powerful and manageable foundation for our project, avoiding the pitfalls of an overly complex tech stack.

For large-scale applications with frequently changing state, dedicated state management libraries like Redux, MobX, Zustand, etc. are generally better choices. These libraries offer efficient ways to handle state updates and minimize unnecessary re-renders.

In my example I am using Redux Toolkit and I got a prompt for actions to login and logout the user. If I need more functions, I can simply start typing the name, and Copilot provides the completion. For instance, in the example, I'm adding a function to update the user. And of course at the end of the file it suggests the exports.

Check out the official documentation.

Redux Toolkit 2.0

Redux Toolkit 2.0 is almost here! Hopefully shipping by this weekend :) Migration page