Slawomir Telega, PhDSimple YOLO custom dataset automatic generationSimple method of automatic dataset generation for object detection3d ago3d ago
Slawomir Telega, PhDFast and simple deterministic image super-resolution with OpenCVIntroductionMay 30May 30
Slawomir Telega, PhDObject Detection in KerasCV from the scratch: Part 1 — Creating TFRecord from JSON annotated imagesIntroductionFeb 24Feb 24
Slawomir Telega, PhDNeural Style Transfer in Keras — step by step. Part II — bringin’ it homeIntroduction / RecapJan 28Jan 28
Slawomir Telega, PhDNeural Style Transfer in Keras — step by step. Part I — Loss function for Content and StyleIntroductionJan 28Jan 28
Slawomir Telega, PhDA very gentle introduction to real-life AI: Part II — Even easier custom datasetIn part I of the series I’ve shown an elegant way to generate a dataset using subclassing. It is fine, iy you need a total control over…Jan 12Jan 12
Slawomir Telega, PhDWhy Residual Blocks make sense — my (counter)intuitive explanationWorking on a project (SuperResolution using Transfer Learning and Pixel Shuffle — still in statu nascendi) I’ve happened to have a chat…Jan 11Jan 11
Slawomir Telega, PhDAutomatic differentiation in TensorFlow — a practical exampleIt might by assumed that practically every Artificial Neural Network (ANN) uses gradient operations in the training process — call it…Jan 91Jan 91