This tool, developed by Insideout10, handles face detection analysis requests to MICO and to BetaFaceAPI. It also allows an editor to create ground data by annotating manually each face in a set of images. The tool has been used to asses the accuracy (precision/recall and F1-measure) of the face detection in FP7 MICO Media in Context.
The official MICO Web Site is www.mico-project.eu.
Images used in this screenshot are copyright (c) of Greenpeace International.
This tool has been designed with the purpose of executing the following tasks:
- upload the dataset of images
- manually annotate the images using a rectangular-shaped selector - the color of the manual annotation is blue
- sending each image to BetaFaceAPI and to MICO
- handle exceptions from MICO and retry sending the image after 3 seconds
- receive the analysis results from BetaFaceAPI and add a red annotation on each image
- receive the analysis results from MICO and add a green annotation on each image
- store all corresponding media fragments as separate image files
- store the coordinates of each annotation (manual, BetaFaceAPI and MICO)
- calculate overlaps, KPI test results and export it to CSV
The tool uses:
- backbone.js for the manual annotations
- Apache Camel for handling the analysis over to BetaFaceAPI and MICO
- HATEOAS (Hypermedia as the Engine of Application State) to navigate the REST APIs
The MIT License (MIT)
Copyright (c) 2015 Insideout10
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.