Techlog

Blog and CV about Machine Learning, Computer Vision, Data Science, Python.

Supervised Learning

Supervised Learning from CVAA ch.5 Deep Learning

19 min read · June 15, 2025

2025 · SupervisedLearning, LogisticRegression, SVM, HingeLoss, DecisionTree, RandomForest, Softmax, CrossEntropy, BayesianClassification, KernelMethods · CV
Digital Camera

Digital Camera from CVAA ch.2

7 min read · June 10, 2025

2025 · CV, Digital_camera, Image · CV
Analytic Geomatry

Analytic Geomatry from MML

23 min read · May 29, 2025

2025 · Linear_Algebra, norms, inner_products, orthonoraml, orthogonal · Math
Geometric primitives and transformations

Geometric primitives and transformations from CVAA

36 min read · April 22, 2025

2025 · Image, 3D, transformation · Math, CV
Linear Algebra

Linear Algebra from MML

29 min read · April 22, 2025

2025 · Linear_Algebra, Vector, Matrix · Math