December 2018
Intermediate to advanced
764 pages
18h 18m
English
book
Python: Advanced Guide to Artificial Intelligence
by Giuseppe Bonaccorso, Armando Fandango, Rajalingappaa Shanmugamani
Content preview from Python: Advanced Guide to Artificial Intelligence
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PASCAL VOC challenge
The PASCAL VOC challenge ran from 2005 to 2012. This challenge was considered the benchmark for object detection techniques. There are 20 classes in the dataset. The dataset has 11,530 images for training and validations with 27,450 annotations for regions of interest. The following are the twenty classes present in the dataset:
- Person: Person
- Animal: Bird, cat, cow, dog, horse, sheep
- Vehicle: Airplane, bicycle, boat, bus, car, motorbike, train
- Indoor: Bottle, chair, dining table, potted plant, sofa, tv/monitor
You can download the dataset from http://host.robots.ox.ac.uk/pascal/VOC/voc2012/VOCtrainval_11-May-2012.tar. There is an average of 2.4 objects per image.
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