Links

Bachelor Thesis

Classifier

Train SVM Classifiers Using a Gaussian Kernel
jiahan_final_report.pdf
Machine-Perception/Image Classification(ML) at master · manojkiraneda/Machine-Perception · GitHub
GitHub - shackenberg/Minimal-Bag-of-Visual-Words-Image-Classifier: Implementation of a content based image classifier using the bag of visual words approach in Python together with Lowe's SIFT and Libsvm.
VBoW Pt 2 - Image Classification in Python with Visual Bag of Words (VBoW) – Ian London's Blog
MATHCC-18.pdf
1101.3354.pdf
mir21-yang.dvi
Bag of Visual Words Model for Image Classification and Recognition - BitsMakeMeCrazy <br> Kushal Vyas's Blog
OpenCV 3 Machine Learning : k-nearest neighbors (k-NN) algorithm - 2018
Bag-of-words model in computer vision - Wikipedia
Microsoft Word - Final_Report.docx
svm - Can you explain the difference between SVC and LinearSVC in scikit-learn? - Data Science Stack Exchange
1501.04292.pdf
What is better, k-nearest neighbors algorithm (k-NN) or Support Vector Machine (SVM) classifier? Which algorithm is mostly used practically? Which algorithm guarantees reliable detection in unpredictable situations? - Quora
Image classification using SIFT features and SVM - Signal Processing Stack Exchange
Performance Comparison between Naïve Bayes, Decision Tree and k-Nearest Neighbor in Searching Alternative Design in an Energy Simulation Tool
Image Recognition and Object Detection : Part 1 | Learn OpenCV
sklearn.preprocessing.StandardScaler — scikit-learn 0.19.1 documentation

History

The Modern History of Object Recognition — Infographic

Images Extraction

Scraping images with Python and Scrapy - PyImageSearch
python - Downloading images from URLs - Code Review Stack Exchange

Introductory Research

Programming Languages

Java 8 vs. Scala: Part I - DZone Performance
Scala vs. Java: Another View - DZone Java
Python & Java: A Side-by-Side Comparison | Python Conquers The Universe
Java vs. Python: Which One Is Best for You? | Blog | AppDynamics
Java DIP - Open Source Libraries
9 Python Libraries Which Can Help You In Image Processing - Data Science Central
Scala and OpenCV Ep 2: Akka Face Detector - BeachApe.
Scala and OpenCV Ep 1: Akka Webcam - BeachApe.

Logos included in larger images

Selective Search for Object Detection (C++ / Python) | Learn OpenCV
Selective Search for Object Recognition

Other sources of information

GitHub - aneesha/RAKE: A python implementation of the Rapid Automatic Keyword Extraction
Apache OpenNLP
7. Extracting Information from Text
Web scraping - Wikipedia
Web Data Mining, book by Bing Liu
Microsoft Word - 3BD26C86-1ADF-2684.doc
Five Python Libraries that Make Web Content Extraction Simple

Logo in Larger Images

GitHub - AlpacaDB/selectivesearch: Selective Search Implementation for Python
Python Programming Tutorials
Real-time object detection in OpenCV using SURF
Object detection: an overview in the age of Deep Learning | Tryolabs Blog
1611.07791.pdf
GitHub - spmallick/opencv-haar-classifier-training: Learn how to train your own OpenCV Haar classifier
Histogram of Oriented Gradients and Object Detection - PyImageSearch
Vehicle Detection with HOG and Linear SVM – Mithi – Medium
eth_biwi_00925.pdf
Intersection over Union (IoU) for object detection - PyImageSearch

Software

PyQt - Python Wiki
Getting Started — Sphinx 1.8.0+ documentation
Welcome to the Click Documentation — Click Documentation (5.0)
python - class diagram viewer application for python3 source - Stack Overflow
(Faster) Non-Maximum Suppression in Python - PyImageSearch

Caltech101
Classify Patterns with a Shallow Neural Network - MATLAB & Simulink - MathWorks Switzerland