Viewing profile — fibrennan

At Paperspace we've long offered an alternative to Google Colab that includes free CPU, GPU, and (recently released) IPU machines. Free notebooks can be run for 6 hours at a time. …

Check out our latest tutorial for conducting auditory classification within a Gradient Notebook, using various techniques with TensorFlow to classify bird calls!

In this tutorial, we examine the Few-Shot Learning paradigm for deep and machine learning tasks. Readers can expect to learn what it is, different techniques for implementation, an…

In our newest blog overview, we look at AMPT-GA: a system that selects application-level data precisions to maximize performance while satisfying accuracy constraints via automatic…

In this tutorial, we show how to implement unpaired image-to-image translation with Cycle GANs from scratch in TensorFlow using a clever combination of a ResNet generator and Patch…

In this article, we ask what GPU memory bandwidth is, and examine why it should be taken into consideration as one of the qualities an ML/DL expert should look for in a machine lea…

In the continuation of our series on writing deep learning models from scratch with PyTorch, we show how to create, train, and evaluate a ResNet neural network for image classifica…

In our latest tutorial, we look at and implement the pipeline for running zero-shot text classification with Hugging Face on a Gradient Notebook.

In this tutorial, we look in depth at Pix4Dmatic: the premiere software for photogrammetry at scale. Readers can expect to learn how to set up Pix4Dmatic on Core, walk through all …

Follow this tutorial to learn what attention in deep learning is, and why attention is so important in image classification tasks. We then follow up with a demo on implementing att…

Check out the latest tutorial on the Paperspace Blog to learn about how you can detect outliers and optimize your datasets for deep learning with angle-based techniques on Gradient…

In part one of this tutorial, we show how AvatarCLIP works under the hood to generate and animate fine detailed figures with PyTorch, and end with a code demo for texturing and scu…