Piotr SkalskiinTowards Data ScienceLet’s code Convolutional Neural Network in plain NumPyMysteries of Neural Networks10 min read·Jun 1, 2020--3--3
Piotr SkalskiinTowards Data ScienceKnowing What and Why? — Explaining Image Classifier PredictionsData Science Toolkit9 min read·Feb 20, 2020--2--2
Piotr SkalskiinTowards Data ScienceChess, rolls or basketball? Let’s create a custom object detection modelData Science Toolkit8 min read·Jan 31, 2020--6--6
Piotr SkalskiinTowards Data ScienceGentle Dive into Math Behind Convolutional Neural NetworksMysteries of Neural Networks Part V12 min read·Apr 12, 2019--24--24
Piotr SkalskiinTowards Data ScienceHow to train Neural Network faster with optimizers?Mysteries of Neural Networks Part IV11 min read·Nov 9, 2018--9--9
Piotr SkalskiinTowards Data ScienceLet’s code a Neural Network in plain NumPyMysteries of Neural Networks Part III10 min read·Oct 12, 2018--47--47
Piotr SkalskiinTowards Data ScienceSimple Method of Creating Animated GraphsData Science Toolkit5 min read·Sep 15, 2018--7--7
Piotr SkalskiinTowards Data SciencePreventing Deep Neural Network from OverfittingMysteries of Neural Networks Part II10 min read·Sep 7, 2018--5--5
Piotr SkalskiinTowards Data ScienceDeep Dive into Math Behind Deep NetworksMysteries of Neural Networks Part I9 min read·Aug 17, 2018--24--24
Piotr SkalskiinTowards Data ScienceIn-Browser object detection using YOLO and TensorFlow.jsSome time ago, I spent several evenings playing around with state of the art object detection model called YOLO, which is certainly known…5 min read·Jun 15, 2018--7--7