Jakub AdamczykinTowards Data ScienceRobust face detection with MTCNNUpgrade from old Viola-Jones detectorFeb 17, 2021Feb 17, 2021
Jakub AdamczykinTowards Data SciencePlotting decision trees in-memoryAvoid unnecessary slow disk operations in <10 linesFeb 16, 2021Feb 16, 2021
Jakub AdamczykinTowards Data ScienceK-Means 8x faster, 27x lower error than Scikit-learn’s in 25 linesFacebook faiss library strikes againNov 5, 20203Nov 5, 20203
Jakub AdamczykinTowards Data ScienceWhy gradient descent and normal equation are BAD for linear regressionLearn what’s used in practice for this popular algorithmSep 12, 20201Sep 12, 20201
Jakub AdamczykinTowards Data ScienceMake kNN 300 times faster than Scikit-learn’s in 20 lines!Using Facebook faiss library for REALLY fast kNNSep 12, 20202Sep 12, 20202
Jakub AdamczykinTowards Data Sciencek nearest neighbors computational complexityUnderstanding the computational cost of kNN algorithm, with case study examplesAug 7, 20203Aug 7, 20203
Jakub AdamczykinTowards Data ScienceGetting started with COCO datasetUnderstanding format of popular dataset for computer visionJul 30, 20201Jul 30, 20201
Jakub AdamczykinTowards Data ScienceUnderstanding Detectron2 demoDetectron2 basic usage and demo explained with detailsJul 18, 20203Jul 18, 20203