Coding Task

Getting Started

The given TfRecord record_test.tfrecord is generated by using TfRecord_Generator.py. The dataset consist of three images.

Tasks

Modify and complete the file task_run_cnn.py to solve the upcomming three tasks:

Task 1 - Read TfRecord:

Complete the method CNN.getInput() of the class CNN CNN to read the individuall images of the dataset record_test.tfrecord.

Task 2 - Define Gausian-Filter

Define a 5x5 Gausian Filter and apply it in the method CNN.inference(img) to the input img. Use a Tensorflow graph for this taks. CNN.inference(img) should return an Tensor.

Task 3 - Apply the Gausian-Filter

Finally, apply the Gausian-Filter to the image of Homer Simpson within a Tensorflow session. Generate a Github branch and provide the final image of Homer and a snapshot of the Gausian-Filter. Use a Tensorflow Saver object for this task.