Posts in tag

PyTorch


I’d like to explain briefly how we use artificial intelligence to count sunflower seeds in a photo taken with a mobile device. Agenda: 1. Business needs 2. Data preparation 3. Model structure 4. Used libs and tools 5. Results 6. Error analysis 7. Fails/Hypotheses 8. Conclusion 9. References 1. Business needs Fortunately for me, I …

At AWS re:Invent 2020, AWS CEO Andy Jassy announced EC2 instances that will leverage up to eight Habana® Gaudi® accelerators and deliver up to 40% better price performance than current graphics processing unit-based EC2 instances for machine learning workloads1. Gaudi accelerators are specifically designed for training deep learning models for workloads that include natural language processing, object …

PyTorch is helping to power a new generation of AI-enhanced farming machines. For farmers, weeds pose a very real threat to the health of crops at a time when global population growth is raising food demand while also making resources such as land and water increasingly scarce. Seeking solutions to helping farmers produce more food with fewer …

PyCon 2019 | Applied Deep Learning For NLP Using PyTorch Speaker: Elvis Saravia   Natural language processing (NLP) has experienced a rapid growth over the last few years and has become an important skill to build applications that range from social features to clinical and health solutions. In this tutorial, we will introduce PyTorch as …