roarnes

Pinned Repositories

• face-detection-cnn-cascade-keras

  A convolutional neural network for face detection implementation in Keras.

  Language:Python11

• hand_writing_recognition

  This is a final project in the course Pattern Recognition. This is the implementation of the handwritten digits recognition using feature extraction and classification using Cosine Similarity and KNN. The dataset used is from the ARDIS dataset.

  Language:Python10

• medical_data_text_feature_extraction

  This experiment is based on medical data set consisting of 93 training data and seven testing data. Each data represent symptoms and their diagnosis. The aim is to find the label for the test data, based on the featured extraction derived from the training data. The feature extraction is done by calculating the similarity of the occurrence of each word in both data. In information retrieval or text mining, the term frequency – inverse document frequency (also called tf-idf), is a well know method to evaluate how important is a word in a document. There are two approaches in obtaining the similarity, namely the Manhattan distance calculation and the cosine similarity.

  Language:Python10

• finger_number_recognition

  A very simple real-time hand gesture recognition to get the number representation using template matching.

  Language:Python00

• friends_in_the_world_app

  An individual final project for Application Development in Android. The app allows user to see friends' whereabouts within the same group and locate them in the world map, using Google Map API.

  Language:Java00

• gender_classification_cnn

  This is an implementation of CNN in Python using the Keras library for classifying men and women as part of the course Machine Vision.

  Language:Python00

• hue_lights_controller

  This is a final project for Internet of Things and People Course. We made an application that can control Philips hue light remotely using MQTT protocol.

  Language:Java00

• iris_linear_classification

  Machine Learning Assignment on the Implementation of Linear Classification of Iris Data Set in Java

  Language:Java00

• license_plate_detection

  This is a final project for the course Machine Vision in detecting license plates using sliding window method for canny edge detection.

  Language:Python00

• machine_learning_back_propagation

  Assignment of Machine Learning Course on Back Propagation algorithm in MLP

  Language:Python00

roarnes's Repositories