2019
11 posts
- Backprop by Hand and CNNs on MNIST
- NCC Template Matching, Stereo Depth, and KNN
- Camera Calibration and Homography
- Harris Corners, FAST Corners, and OpenCV
- Tracking Objects with Covariance and Mean-Shift
- Motion History Images and Optical Flow
- Shape Moments and PCA on a Box of Dots
- Image Pyramids and Background Subtraction
- Finding Edges with Gaussians, Sobel, and Canny
- Reading Images and the NTSC Grayscale Formula
- Multithreaded Restaurant Simulation in C++14
2018
7 posts
- Fractals for Image Classification Feature Extraction
- RBF Networks for Function Approximation
- Backpropagation and the N-Bit Parity Problem
- Perceptron Learning, the XOR Problem, and Gradient Descent
- McCulloch-Pitts Neurons and Linear Separability
- BiLSTM-CNN-CRF for Sequence Labeling: A Tutorial
- Deep Learning Methods for Quotable Text