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tf2 object detection inference

Posted Aug 20, 2020
Updated Apr 23, 2023
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TF2 Object Detection Inference

TF2.0 Object Detection Inference

Python program to perform object detection inference with Tensorflow 2.0.

Installation

Usage

  • Modify the model name (model_name) with the desired model from the Object Detection Model Zoo (TF2). Note: The name should be the one in the link, for example, in the case of the SSD MobileNet v2 320x320 model, model_name should be ‘ssd_mobilenet_v2_fpnlite_320x320_coco17_tpu-8’.

  • Modify the relative path to the labels folder (PATH_TO_LABELS). The current program works only if the Python program is in the same directory where the models directory is located.

Repository, Python
tensorflow2 object-detection inference webcam-capture opencv deep-learning tensorflow
This post is licensed under CC BY 4.0 by the author.
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