Target Software versions

[1] Even though this tutorial is mostly based (and properly tested) on Windows 10, information is also provided for Linux systems.

Updates

• Updated material for Tensoflow 2.5.0

Target Software versions

[1] Even though this tutorial is mostly based (and properly tested) on Windows 10, information is also provided for Linux systems.

Updates

• Minor spelling issues fixed through #54 and #69
• Added case insensitive search on regex image extensions in partition_dataset.py through #64
• Fixed problem for XML files with additional tags in generate_tfrecord.py through #75

Target Software versions

[1] Even though this tutorial is mostly based (and properly tested) on Windows 10, information is also provided for Linux systems.

Updates

• Corrected TensorFlow Model Detection Zoo links

Target Software versions

[1] Even though this tutorial is mostly based (and properly tested) on Windows 10, information is also provided for Linux systems.

Updates

• Updated the tutorial for TensorFlow 2
• Added examples using sphinx-gallery

Target Software versions

[1] Even though this tutorial is mostly based (and properly tested) on Windows 10, information is also provided for Linux systems.

Updates

• Removed ,s in conda install under the TensorFlow Models Installation section, which threw an error
• Fixed several typos of the word TensorFlow

Target Software versions

[1] Even though this tutorial is mostly based (and properly tested) on Windows 10, information is also provided for Linux systems.

Updates

• Fixed missing images in Installation section

Target Software versions

[1] Even though this tutorial is mostly based (and properly tested) on Windows 10, information is also provided for Linux systems.

Updates

• Updated for TensorFlow 1.14, CUDA 10.0 and CuDNN 7.6.5
• Added dataset partitioning instructions and macro script
• Added instructions for training/evaluation model_main.py script
• Added model evaluation instructions

Target Software versions

[1] Even though this tutorial is mostly based (and properly tested) on Windows 10, information is also provided for Linux systems.

Updates

• Added cython to prerequisites of Tensorflow models.

Target Software versions

[1] Even though this tutorial is mostly based (and properly tested) on Windows 10, information is also provided for Linux systems.

Updates

• Updated to Anaconda Python 3.7 distribution
• Added installation information for Linux systems.
• Updated tutorial to point latest Tensorflow models version (used since v2.1)

Initial version of the tutorial.

Target Software versions

[1] Even though this tutorial is based on Windows 10, most steps (excluding the setting of environmental variables) should apply for Linux, too.