How to Train and Test an Object Detection Model (faster_rcnn) using Google Colab - Part 1

Опубликовано: 16 Декабрь 2024
на канале: Onushondhani Lab

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This video gives a detailed presentation on how you can train an object detection model using an existing dataset and also test the trained model in Google Colab.
Part 1 contains downloading, setting up the environment and creating xml to csv file in your windows.
Part 2 contains the necessary guidelines on generating tf_record file, training data, creating inference graph and testing with an image.
The necessary links you will need,
Written instruction for the datasets: https://github.com/EdjeElectronics/Te...
TensorFlow Object Detection API: https://github.com/tensorflow/models
Tensorflow model zoo: https://github.com/tensorflow/models/...
Written instruction on using Colab: / training-an-object-detection-model-with-te...

Credit: Jonayed Ahmed Riduan & Nadia Tasnim Mim

#Machine_Learning, #Tensorflow, #Google_Colab, #Object_Detection