React native tensorflow object detection
React native tensorflow object detection
We will be creating the app in expo (Managed workflow)
Timestamps:
0:00 Intro into concept
0:44 Creating project
1:01 Code
12:00 demo
Source code: / 57195333
Creating project:
To create the project using the expo use the following command. We will be using typescript template for this build.
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expo init detect
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Installing dependency:
We need to install tensorflow dependencies, cocossd library and react native canvas library. Use the below command
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yarn add expo-camera expo-gl expo-gl-cpp @react-native-async-storage/async-storage react-native-fs @tensorflow-models/coco-ssd @tensorflow/tfjs @tensorflow/tfjs-react-native @types/react-native-canvas react-native-canvas react-native-webview
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Code:
We will do real time object detection using the cocossd and draw the bounding boxes on the video to identify the object.
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