yueshell / ai-tflite-opencv

Use Tensorflow Lite + OpenCV to do object detection, classification, and Pose detection.

ai-tflite-opencv

This repo contains codes that use Tensorflow (or Tensorflow Lite) + OpenCV to do object detection, classification, and Pose detection.

Pre-requisite

• Installed Tensorflow (or Tensorflow Lite)
• Installed OpenCV
• Has camera (Optional)

Download the Models

The .tflite models are not included, you will need to download the models before you run the code.

Test Platform

The codes are tested successfully in below platform.

• Windows 10 / Ubuntu 18.04

Tensorflow 2.1 + OpenCV 4.2

• Raspberry PI 4 (4G Ram) - Raspbian Buster

Tensorflow Lite 2.1 + OpenCV 4.1

Example Run

Image Classification with camera running on Raspberry PI 4: