NER with little data? Transformers to the rescue!
12/14/20
See how to fine-tune a pre-trained BERT transformer on a custom NER task, beating standard bi-LSTM thanks to more learning transfer! Read more
9 Search Results for Deep Learning
Take control of named entity recognition with your own Keras model!
11/13/20
We build, train and evaluate a bidirectional LSTM-network for named entity recognition to extract information from legal texts with Keras. Read more
NER @ CLI: Custom-named entity recognition with spaCy in four lines
11/06/20
We show how to extract information from legal texts, training spaCy's named entity recognition model for our task on the command line. Read more
Physical regression testing for the Thermomix
04/01/20
Automating physical regression testing of products with computer vision and robotics Testing a physical product can be a highly manual... Read more
Portability between deep learning frameworks – with ONNX
08/28/19
In recent years, the number of frameworks for deep learning has exploded. Companies such as Google, Facebook and Amazon have... Read more
Move n-gram extraction into your Keras model!
07/19/19
N-gram extraction can boost the performance of your text processing model. Add it as a frozen layer and leave everything else untouched! Read more
Deep Learning diesel car detection with AWS Deeplens
11/12/18
With this series, we would like to give you an understanding of different machine and deep learning approaches, illustrated by... Read more
MonitorFish – Internet of Things meets Deep Learning
10/18/18
Introduction What happens if you put together entrepreneurial spirit, a great idea, customers willing to be early adopters, as well... Read more
Deep Learning Workshop at codecentric AG in Solingen
02/06/18
How does Big Data Analysis work? To find that out, I participated in the workshop on "Deep Learning with Keras and TensorFlow". Read more