Go to and download the weights yolov2-tiny-voc.Go to packages/darkflow folder and install by running the below command:ĭownload pre-trained weights for Tiny YOLO (optional).Clone the repository from to the folder packages/darkflow. (The below are required only if you want to re-train the detector model.) Once connected to Firebase, a google-services.json file will be created in the android project root folder, and the project can be built.This is the prerequisite for using ML Kit. Before building the project, need to connect the Android project to Firebase first.reports: markdown file and asset files of the report for Udacity Machine Learning Nanodegree - Capstone Project. Spanish and bilingual Favorite characters, like the spunky Katie Woo Thrilling reads, like Library of Doom with Michael Dahl Get started with your Capstone Interactive eBook Collection today Begin Building My Collection MaRC records available on perpetual license titles only.notebooks: Jupyter Notebooks with Python scripts for the machine learning project implementation and evaluation.darkflow: Python implementation for YOLO.cocotext: COCO-Text API tool to be downloaded from.packages: 3rd party packages required for model training.demo: a video demo on Book Label Detector Android application.data: library books dataset including images and annotations.android: source codes of Book Label Detector Android application.The rest of the folders mainly contain the Python scripts and other machine learning stuffs for training the model, which are not required if you only want to build and try out the mobile application. The mobile application source codes including the trained model file are included in "android" folder. The perfect Capstone Interactive eBook is waiting for you Choose from different subjects, genres and levels to find just the right book. The mobile application was built using the Android example from Tensorflow as the base ( ). The detector model was trained using self collected dataset. The perfect Capstone Interactive eBook is waiting for you Choose from different subjects, genres and levels to find just the right book. Tensorflow implementation of YOLO: Darkflow ( ).Algorithm: YOLO (You Only Look Once) ( ).)īelow is a static screenshot, in case the animated version is taking too long to load. (Currently only the "Locate Book" feature has been implemented. The Below animated gif is a demo of how the application works. The application accepts the text of the target book label as input, then tries to locate the book from the camera view, and displays the prompt if the book is found. This is also my capstone project for the Udacity Machine Learning Nanodegree. It makes use of Tensorflow Mobile and YOLO object detection algorithm. This project is to implement an Android mobile application to automatically detect library book labels. An Android Library Book Labels Detector Description
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