Away With Ideas https://awaywithideas.com A website about software development, data, artificial intelligence and more. en-GB MNIST extended: a dataset for semantic segmentation and object detection https://awaywithideas.com/mnist-extended-a-dataset-for-semantic-segmentation-and-object-detection/ https://awaywithideas.com/mnist-extended-a-dataset-for-semantic-segmentation-and-object-detection/ Tue, 27 Oct 2020 22:33:58 GMT An extensible and simple artificial dataset for semantic segmentation and object detection tasks. A simple example of semantic segmentation with tensorflow keras https://awaywithideas.com/a-simple-example-of-semantic-segmentation-with-tensorflow-keras/ https://awaywithideas.com/a-simple-example-of-semantic-segmentation-with-tensorflow-keras/ Tue, 27 Oct 2020 22:33:49 GMT An implementation of a semantic segmentation model using a simple dataset and a very basic architecture. The optimal python project structure https://awaywithideas.com/the-optimal-python-project-structure/ https://awaywithideas.com/the-optimal-python-project-structure/ Sat, 21 Mar 2020 14:26:22 GMT A simple structure template for building python packages and projects. Python logging – A practical guide https://awaywithideas.com/python-logging-a-practical-guide/ https://awaywithideas.com/python-logging-a-practical-guide/ Fri, 20 Mar 2020 08:00:00 GMT A guide for understanding and effectively using the python logging package. The 4 streams of deep learning https://awaywithideas.com/the-4-streams-of-deep-learning/ https://awaywithideas.com/the-4-streams-of-deep-learning/ Sun, 16 Feb 2020 17:05:05 GMT An introduction to the effective use of deep learning in the business environment. How to use anaconda python effectively https://awaywithideas.com/how-to-use-anaconda-python-effectively/ https://awaywithideas.com/how-to-use-anaconda-python-effectively/ Sun, 20 Oct 2019 19:36:35 GMT A description of the inner workings of anaconda python. Keras implementation of a sequence-to-sequence model for time series prediction using an encoder-decoder architecture https://awaywithideas.com/keras-implementation-of-a-sequence-to-sequence-model-for-time-series-prediction-using-an-encoder-decoder-architecture/ https://awaywithideas.com/keras-implementation-of-a-sequence-to-sequence-model-for-time-series-prediction-using-an-encoder-decoder-architecture/ Mon, 22 Jul 2019 22:13:44 GMT A keras implementation of an encoder-decoder for time series prediction.