keras-object-detection

Various models for Object Detection with tensorflow backend keras.

Tested ENV

OS: Ubuntu 16.04

GPU: GTX 1080 TI

GPU_driver: nvidia - 384.111

modules

module_name	version
tensorflow-gpu	1.7.0
scikit-learn	0.19.1
opencv (built)	3.4.0
numpy	1.14.2

Dataset

You can download Pascal VOC dataset by following commands.

wget http://host.robots.ox.ac.uk/pascal/VOC/voc2012/VOCtrainval_11-May-2012.tar  
wget http://host.robots.ox.ac.uk/pascal/VOC/voc2007/VOCtrainval_06-Nov-2007.tar  
wget http://host.robots.ox.ac.uk/pascal/VOC/voc2007/VOCtest_06-Nov-2007.tar

train data : voc2012_train + voc2012_val + voc2007_train

val data : voc2007_val

test data : voc2007_test

results