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