deepl-learning

Official code release for the paper Trapped in texture bias? A large scale comparison of deep instance segmentation, accepted at ECCV 2022

Automated Shorthand Recognition using Optimized DNNs

Code for "Credal Self-Supervised Learning" as published at NeurIPS 2021.

Recommendation

RNN and LSTM sequence classifiers for cardiac arrhythmia detection (MIT-BIH ECG): 8 hand-engineered QRS/RR/ST features per heartbeat, patient-grouped sliding windows, and clinically-driven metric selection under severe class imbalance.

A simple CycleGAN-based approach for timbre style transfer across five distinct musical instruments. Pre-trained weights will be available.

Create a platform that will predict a house price based on a user-input zip code and house type

Collection of university tasks covering deep learning models, neural networks, and computer vision.

Jupyter Notebooks of Neural Networks used on several Datasets.

Mathematics from arithmetic to scaled dot-product attention, for AI engineers. 47 programs in K. A. Stroud's programmed-learning format: it has to be worked, not read. Assumes no algebra, trigonometry or calculus. English and Polish from one source; every number computed by a script and re-checked on every build. Free PDFs.

Neural style transfer implementation using VGG19 in TensorFlow/Keras. Transfer artistic styles between images with content preservation and Gram matrix-based style loss.