Speed limit regression:
The test images below are arranged in order of increasing predicted speed limit (in mph) as output by the trained ConvNet.



pred=15.8672 truth=15

pred=15.9062 truth=25

pred=15.9297 truth=30

pred=15.9766 truth=30

pred=16.0469 truth=30

pred=16.0469 truth=30

pred=16.0625 truth=30

pred=16.1094 truth=15

pred=16.125 truth=30

pred=16.1562 truth=15

pred=16.1562 truth=25

pred=16.1875 truth=30

pred=16.2344 truth=25

pred=16.2812 truth=30

pred=16.2969 truth=30

pred=16.3125 truth=25

pred=16.3125 truth=25

pred=16.3438 truth=30

pred=16.375 truth=30

pred=16.4375 truth=25

pred=16.4375 truth=30

pred=16.5 truth=30

pred=16.5312 truth=30

pred=16.5625 truth=15

pred=16.625 truth=25

pred=16.6406 truth=30

pred=16.7031 truth=30

pred=16.75 truth=30

pred=16.7812 truth=30

pred=16.7969 truth=25

pred=16.8125 truth=30

pred=16.8438 truth=25

pred=16.8594 truth=25

pred=16.875 truth=25

pred=16.9688 truth=30

pred=16.9688 truth=25

pred=16.9844 truth=25

pred=17.0156 truth=30

pred=17.0469 truth=35

pred=17.0781 truth=30

pred=17.0938 truth=30

pred=17.1094 truth=25

pred=17.125 truth=30

pred=17.1406 truth=25

pred=17.1406 truth=25

pred=17.1562 truth=30

pred=17.1719 truth=25

pred=17.2031 truth=25

pred=17.25 truth=25

pred=17.25 truth=30

pred=17.25 truth=35

pred=17.2812 truth=25

pred=17.2969 truth=35

pred=17.3281 truth=30

pred=17.3594 truth=25

pred=17.375 truth=30

pred=17.3906 truth=30

pred=17.3906 truth=25

pred=17.4062 truth=25

pred=17.4062 truth=25

pred=17.4062 truth=25

pred=17.4375 truth=30

pred=17.4688 truth=30

pred=17.4688 truth=30

pred=17.4844 truth=30

pred=17.5 truth=30

pred=17.5156 truth=25

pred=17.5156 truth=25

pred=17.5312 truth=25

pred=17.5469 truth=30

pred=17.5625 truth=25

pred=17.5781 truth=25

pred=17.5781 truth=25

pred=17.5938 truth=25

pred=17.6094 truth=15

pred=17.6406 truth=25

pred=17.6562 truth=25

pred=17.6719 truth=30

pred=17.6875 truth=30

pred=17.7188 truth=30

pred=17.7188 truth=30

pred=17.7656 truth=30

pred=17.7812 truth=30

pred=17.7969 truth=30

pred=17.8125 truth=30

pred=17.8125 truth=30

pred=17.8281 truth=30

pred=17.8438 truth=25

pred=17.8906 truth=30

pred=17.9062 truth=30

pred=17.9375 truth=30

pred=17.9531 truth=30

pred=17.9688 truth=30

pred=17.9688 truth=30

pred=17.9688 truth=30

pred=17.9844 truth=30

pred=17.9844 truth=25

pred=18 truth=30

pred=18.0156 truth=30

pred=18.0312 truth=25

pred=18.0469 truth=30

pred=18.0625 truth=25

pred=18.0625 truth=30

pred=18.0781 truth=30

pred=18.0938 truth=30

pred=18.0938 truth=25

pred=18.1094 truth=25

pred=18.1094 truth=30

pred=18.125 truth=30

pred=18.1562 truth=25

pred=18.1562 truth=30

pred=18.1719 truth=30

pred=18.1875 truth=30

pred=18.1875 truth=25

pred=18.2188 truth=30

pred=18.2344 truth=30

pred=18.2344 truth=30

pred=18.2812 truth=25

pred=18.2812 truth=25

pred=18.3125 truth=30

pred=18.3438 truth=25

pred=18.375 truth=25

pred=18.375 truth=50

pred=18.3906 truth=30

pred=18.3906 truth=30

pred=18.4062 truth=15

pred=18.4375 truth=30

pred=18.4531 truth=30

pred=18.4688 truth=30

pred=18.4844 truth=25

pred=18.5 truth=30

pred=18.5156 truth=25

pred=18.5312 truth=25

pred=18.5312 truth=30

pred=18.5469 truth=25

pred=18.5625 truth=30

pred=18.5781 truth=30

pred=18.6094 truth=15

pred=18.6094 truth=30

pred=18.6094 truth=30

pred=18.625 truth=30

pred=18.6406 truth=30

pred=18.6562 truth=25

pred=18.6719 truth=30

pred=18.6875 truth=25

pred=18.7031 truth=30

pred=18.7031 truth=25

pred=18.7188 truth=30

pred=18.7188 truth=30

pred=18.7344 truth=30

pred=18.7344 truth=30

pred=18.75 truth=30

pred=18.7656 truth=25

pred=18.7656 truth=30

pred=18.7812 truth=25

pred=18.8125 truth=30

pred=18.8281 truth=30

pred=18.8438 truth=30

pred=18.8594 truth=30

pred=18.875 truth=30

pred=18.8906 truth=25

pred=18.9062 truth=25

pred=18.9062 truth=25

pred=18.9219 truth=25

pred=18.9375 truth=30

pred=18.9375 truth=25

pred=18.9375 truth=30

pred=18.9531 truth=25

pred=18.9688 truth=30

pred=18.9844 truth=25

pred=19 truth=25

pred=19 truth=15

pred=19.0156 truth=30

pred=19.0469 truth=30

pred=19.0625 truth=30

pred=19.0625 truth=30

pred=19.0625 truth=30

pred=19.0938 truth=30

pred=19.1406 truth=30

pred=19.1406 truth=30

pred=19.1406 truth=30

pred=19.1562 truth=30

pred=19.1562 truth=30

pred=19.1719 truth=30

pred=19.1719 truth=25

pred=19.1719 truth=25

pred=19.1875 truth=30

pred=19.2031 truth=25

pred=19.2344 truth=25

pred=19.25 truth=30

pred=19.25 truth=30

pred=19.2656 truth=30

pred=19.2812 truth=25

pred=19.2812 truth=30

pred=19.2812 truth=25

pred=19.2969 truth=30

pred=19.2969 truth=30

pred=19.2969 truth=25

pred=19.3125 truth=25

pred=19.3125 truth=25

pred=19.3281 truth=50

pred=19.3438 truth=30

pred=19.375 truth=15

pred=19.375 truth=30

pred=19.375 truth=30

pred=19.375 truth=30

pred=19.3906 truth=25

pred=19.3906 truth=25

pred=19.4062 truth=25

pred=19.4219 truth=30

pred=19.4375 truth=25

pred=19.4375 truth=25

pred=19.4688 truth=30

pred=19.4688 truth=30

pred=19.5 truth=30

pred=19.5 truth=25

pred=19.5156 truth=25

pred=19.5312 truth=30

pred=19.5312 truth=30

pred=19.5469 truth=30

pred=19.5781 truth=25

pred=19.5781 truth=25

pred=19.5781 truth=30

pred=19.5938 truth=25

pred=19.5938 truth=25

pred=19.6094 truth=30

pred=19.625 truth=30

pred=19.6406 truth=30

pred=19.6562 truth=30

pred=19.6562 truth=25

pred=19.6719 truth=30

pred=19.6719 truth=30

pred=19.6875 truth=30

pred=19.6875 truth=30

pred=19.6875 truth=30

pred=19.7031 truth=30

pred=19.7031 truth=30

pred=19.7188 truth=25

pred=19.7344 truth=30

pred=19.75 truth=25

pred=19.7656 truth=25

pred=19.7812 truth=25

pred=19.7812 truth=25

pred=19.7969 truth=30

pred=19.7969 truth=30

pred=19.8125 truth=25

pred=19.8125 truth=25

pred=19.8125 truth=25

pred=19.8281 truth=25

pred=19.8281 truth=25

pred=19.8438 truth=25

pred=19.8594 truth=30

pred=19.8906 truth=30

pred=19.8906 truth=30

pred=19.8906 truth=25

pred=19.9062 truth=25

pred=19.9219 truth=25

pred=19.9219 truth=25

pred=19.9219 truth=30

pred=19.9375 truth=30

pred=19.9531 truth=30

pred=19.9688 truth=25

pred=19.9844 truth=25

pred=19.9844 truth=30

pred=19.9844 truth=30

pred=19.9844 truth=30

pred=20 truth=30

pred=20.0156 truth=30

pred=20.0156 truth=25

pred=20.0312 truth=25

pred=20.0312 truth=35

pred=20.0469 truth=25

pred=20.0625 truth=25

pred=20.0625 truth=25

pred=20.0781 truth=30

pred=20.0938 truth=30

pred=20.0938 truth=30

pred=20.0938 truth=30

pred=20.1094 truth=30

pred=20.1406 truth=30

pred=20.1562 truth=25

pred=20.1562 truth=30

pred=20.1562 truth=30

pred=20.1719 truth=30

pred=20.1719 truth=30

pred=20.1719 truth=25

pred=20.1875 truth=30

pred=20.1875 truth=30

pred=20.1875 truth=30

pred=20.2031 truth=25

pred=20.2031 truth=25

pred=20.2188 truth=25

pred=20.2344 truth=25

pred=20.2656 truth=25

pred=20.2656 truth=30

pred=20.2812 truth=30

pred=20.2969 truth=30

pred=20.2969 truth=25

pred=20.3125 truth=25

pred=20.3125 truth=30

pred=20.3125 truth=30

pred=20.3281 truth=30

pred=20.3281 truth=30

pred=20.3281 truth=30

pred=20.3438 truth=30

pred=20.3438 truth=25

pred=20.3594 truth=30

pred=20.3594 truth=25

pred=20.375 truth=30

pred=20.3906 truth=30

pred=20.3906 truth=25

pred=20.4062 truth=30

pred=20.4062 truth=35

pred=20.4219 truth=30

pred=20.4219 truth=25

pred=20.4219 truth=25

pred=20.4375 truth=35

pred=20.4375 truth=25

pred=20.4531 truth=25

pred=20.4531 truth=15

pred=20.4688 truth=25

pred=20.4688 truth=30

pred=20.4844 truth=30

pred=20.4844 truth=25

pred=20.4844 truth=30

pred=20.5 truth=25

pred=20.5156 truth=25

pred=20.5312 truth=30

pred=20.5312 truth=25

pred=20.5469 truth=30

pred=20.5469 truth=30

pred=20.5625 truth=30

pred=20.5781 truth=30

pred=20.5781 truth=25

pred=20.5938 truth=25

pred=20.5938 truth=30

pred=20.5938 truth=25

pred=20.5938 truth=25

pred=20.6094 truth=25

pred=20.6094 truth=30

pred=20.625 truth=30

pred=20.6406 truth=35

pred=20.6562 truth=35

pred=20.6562 truth=25

pred=20.6719 truth=30

pred=20.6719 truth=25

pred=20.6875 truth=30

pred=20.6875 truth=25

pred=20.7031 truth=30

pred=20.7031 truth=30

pred=20.7188 truth=25

pred=20.7188 truth=35

pred=20.7188 truth=30

pred=20.7344 truth=30

pred=20.7344 truth=50

pred=20.7344 truth=30

pred=20.75 truth=25

pred=20.75 truth=25

pred=20.75 truth=30

pred=20.75 truth=25

pred=20.75 truth=30

pred=20.7656 truth=25

pred=20.7656 truth=25

pred=20.7656 truth=25

pred=20.7812 truth=25

pred=20.7812 truth=30

pred=20.7969 truth=30

pred=20.7969 truth=30

pred=20.7969 truth=30

pred=20.8125 truth=30

pred=20.8281 truth=25

pred=20.8438 truth=25

pred=20.8594 truth=25

pred=20.875 truth=25

pred=20.875 truth=25

pred=20.8906 truth=30

pred=20.8906 truth=30

pred=20.8906 truth=25

pred=20.9062 truth=30

pred=20.9062 truth=25

pred=20.9062 truth=30

pred=20.9531 truth=30

pred=20.9531 truth=25

pred=20.9531 truth=30

pred=20.9688 truth=30

pred=20.9688 truth=30

pred=20.9844 truth=25

pred=21 truth=25

pred=21.0156 truth=25

pred=21.0312 truth=30

pred=21.0312 truth=30

pred=21.0312 truth=30

pred=21.0469 truth=30

pred=21.0469 truth=30

pred=21.0469 truth=30

pred=21.0625 truth=25

pred=21.0781 truth=30

pred=21.1094 truth=25

pred=21.1094 truth=30

pred=21.1094 truth=30

pred=21.125 truth=30

pred=21.125 truth=30

pred=21.1406 truth=30

pred=21.1406 truth=25

pred=21.1562 truth=30

pred=21.1562 truth=25

pred=21.1562 truth=25

pred=21.1719 truth=25

pred=21.1719 truth=30

pred=21.1875 truth=35

pred=21.1875 truth=25

pred=21.1875 truth=30

pred=21.1875 truth=25

pred=21.2031 truth=25

pred=21.2031 truth=25

pred=21.2188 truth=25

pred=21.2188 truth=25

pred=21.2188 truth=30

pred=21.2344 truth=30

pred=21.2344 truth=25

pred=21.2344 truth=25

pred=21.25 truth=25

pred=21.25 truth=30

pred=21.2656 truth=30

pred=21.2656 truth=30

pred=21.2656 truth=30

pred=21.2812 truth=30

pred=21.2969 truth=30

pred=21.2969 truth=30

pred=21.2969 truth=30

pred=21.2969 truth=25

pred=21.3125 truth=30

pred=21.3281 truth=25

pred=21.3438 truth=30

pred=21.3438 truth=25

pred=21.3594 truth=30

pred=21.3594 truth=30

pred=21.375 truth=25

pred=21.375 truth=30

pred=21.3906 truth=25

pred=21.3906 truth=25

pred=21.4062 truth=25

pred=21.4219 truth=30

pred=21.4219 truth=30

pred=21.4219 truth=25

pred=21.4375 truth=25

pred=21.4531 truth=30

pred=21.4688 truth=30

pred=21.4688 truth=30

pred=21.4688 truth=30

pred=21.4844 truth=30

pred=21.4844 truth=25

pred=21.4844 truth=30

pred=21.5 truth=30

pred=21.5 truth=30

pred=21.5 truth=30

pred=21.5 truth=30

pred=21.5156 truth=25

pred=21.5156 truth=30

pred=21.5156 truth=25

pred=21.5156 truth=30

pred=21.5312 truth=25

pred=21.5312 truth=25

pred=21.5312 truth=25

pred=21.5469 truth=30

pred=21.5469 truth=30

pred=21.5625 truth=25

pred=21.5625 truth=25

pred=21.5781 truth=30

pred=21.5781 truth=30

pred=21.5938 truth=30

pred=21.5938 truth=25

pred=21.5938 truth=30

pred=21.6094 truth=30

pred=21.6094 truth=30

pred=21.625 truth=30

pred=21.625 truth=30

pred=21.625 truth=25

pred=21.6406 truth=30

pred=21.6406 truth=25

pred=21.6562 truth=30

pred=21.6562 truth=25

pred=21.6562 truth=30

pred=21.6562 truth=30

pred=21.6562 truth=25

pred=21.6719 truth=25

pred=21.6719 truth=25

pred=21.6875 truth=30

pred=21.6875 truth=25

pred=21.7031 truth=30

pred=21.7031 truth=30

pred=21.7188 truth=25

pred=21.7188 truth=25

pred=21.7344 truth=30

pred=21.7344 truth=35

pred=21.7344 truth=30

pred=21.75 truth=25

pred=21.7656 truth=25

pred=21.7656 truth=30

pred=21.7656 truth=25

pred=21.7656 truth=30

pred=21.7656 truth=30

pred=21.7656 truth=25

pred=21.7812 truth=30

pred=21.7812 truth=30

pred=21.7969 truth=30

pred=21.7969 truth=30

pred=21.7969 truth=30

pred=21.8125 truth=30

pred=21.8125 truth=25

pred=21.8125 truth=30

pred=21.8281 truth=25

pred=21.8281 truth=30

pred=21.8281 truth=30

pred=21.8438 truth=30

pred=21.8438 truth=30

pred=21.8438 truth=30

pred=21.8594 truth=30

pred=21.8594 truth=30

pred=21.8594 truth=30

pred=21.8594 truth=30

pred=21.8594 truth=25

pred=21.875 truth=30

pred=21.875 truth=25

pred=21.875 truth=25

pred=21.8906 truth=25

pred=21.8906 truth=30

pred=21.9062 truth=25

pred=21.9219 truth=30

pred=21.9219 truth=30

pred=21.9219 truth=35

pred=21.9219 truth=25

pred=21.9375 truth=30

pred=21.9375 truth=30

pred=21.9375 truth=30

pred=21.9531 truth=30

pred=21.9531 truth=25

pred=21.9688 truth=25

pred=21.9688 truth=30

pred=21.9688 truth=30

pred=21.9844 truth=30

pred=21.9844 truth=30

pred=21.9844 truth=30

pred=22 truth=35

pred=22.0156 truth=25

pred=22.0156 truth=30

pred=22.0156 truth=30

pred=22.0312 truth=25

pred=22.0469 truth=25

pred=22.0469 truth=25

pred=22.0469 truth=25

pred=22.0625 truth=25

pred=22.0625 truth=25

pred=22.0781 truth=25

pred=22.0781 truth=30

pred=22.0781 truth=30

pred=22.0781 truth=30

pred=22.0938 truth=30

pred=22.0938 truth=30

pred=22.0938 truth=25

pred=22.0938 truth=35

pred=22.1094 truth=25

pred=22.1094 truth=35

pred=22.125 truth=25

pred=22.125 truth=25

pred=22.125 truth=30

pred=22.125 truth=30

pred=22.1406 truth=30

pred=22.1406 truth=25

pred=22.1406 truth=25

pred=22.1406 truth=30

pred=22.1562 truth=30

pred=22.1719 truth=25

pred=22.1719 truth=30

pred=22.1719 truth=30

pred=22.1719 truth=30

pred=22.1875 truth=25

pred=22.1875 truth=25

pred=22.1875 truth=30

pred=22.2031 truth=30

pred=22.2031 truth=25

pred=22.2188 truth=25

pred=22.2188 truth=30

pred=22.2188 truth=35

pred=22.2344 truth=30

pred=22.2344 truth=30

pred=22.2344 truth=25

pred=22.25 truth=25

pred=22.25 truth=30

pred=22.2656 truth=30

pred=22.2656 truth=30

pred=22.2812 truth=30

pred=22.2812 truth=25

pred=22.2969 truth=25

pred=22.2969 truth=25

pred=22.3125 truth=30

pred=22.3125 truth=25

pred=22.3125 truth=25

pred=22.3281 truth=30

pred=22.3281 truth=25

pred=22.3281 truth=25

pred=22.3438 truth=25

pred=22.3438 truth=30

pred=22.3438 truth=30

pred=22.3438 truth=25

pred=22.3594 truth=25

pred=22.3594 truth=30

pred=22.3594 truth=30

pred=22.3594 truth=30

pred=22.3594 truth=25

pred=22.3594 truth=30

pred=22.375 truth=35

pred=22.375 truth=30

pred=22.375 truth=30

pred=22.375 truth=30

pred=22.3906 truth=30

pred=22.3906 truth=25

pred=22.4062 truth=50

pred=22.4062 truth=25

pred=22.4062 truth=30

pred=22.4062 truth=25

pred=22.4219 truth=35

pred=22.4375 truth=30

pred=22.4375 truth=25

pred=22.4375 truth=25

pred=22.4531 truth=30

pred=22.4531 truth=30

pred=22.4531 truth=35

pred=22.4531 truth=30

pred=22.4688 truth=30

pred=22.4688 truth=25

pred=22.4844 truth=30

pred=22.4844 truth=30

pred=22.5 truth=30

pred=22.5 truth=30

pred=22.5156 truth=30

pred=22.5156 truth=25

pred=22.5156 truth=25

pred=22.5156 truth=25

pred=22.5156 truth=30

pred=22.5156 truth=30

pred=22.5312 truth=30

pred=22.5312 truth=25

pred=22.5312 truth=25

pred=22.5469 truth=25

pred=22.5469 truth=30

pred=22.5469 truth=30

pred=22.5469 truth=30

pred=22.5625 truth=25

pred=22.5625 truth=25

pred=22.5781 truth=25

pred=22.5781 truth=25

pred=22.5938 truth=30

pred=22.5938 truth=30

pred=22.6094 truth=30

pred=22.6094 truth=30

pred=22.625 truth=25

pred=22.625 truth=30

pred=22.6406 truth=25

pred=22.6406 truth=30

pred=22.6406 truth=30

pred=22.6562 truth=30

pred=22.6562 truth=30

pred=22.6562 truth=30

pred=22.6562 truth=25

pred=22.6719 truth=25

pred=22.6719 truth=30

pred=22.6719 truth=50

pred=22.6875 truth=30

pred=22.6875 truth=50

pred=22.6875 truth=30

pred=22.6875 truth=30

pred=22.6875 truth=30

pred=22.7031 truth=30

pred=22.7031 truth=25

pred=22.7031 truth=30

pred=22.7188 truth=30

pred=22.7188 truth=25

pred=22.7188 truth=30

pred=22.7344 truth=25

pred=22.7344 truth=30

pred=22.7344 truth=25

pred=22.7344 truth=35

pred=22.75 truth=30

pred=22.7656 truth=30

pred=22.7656 truth=30

pred=22.7656 truth=30

pred=22.7812 truth=30

pred=22.7969 truth=25

pred=22.7969 truth=25

pred=22.7969 truth=30

pred=22.7969 truth=30

pred=22.8125 truth=25

pred=22.8125 truth=30

pred=22.8125 truth=30

pred=22.8281 truth=25

pred=22.8281 truth=30

pred=22.8281 truth=25

pred=22.8438 truth=25

pred=22.8438 truth=25

pred=22.8438 truth=30

pred=22.8438 truth=30

pred=22.8594 truth=50

pred=22.8594 truth=30

pred=22.8594 truth=30

pred=22.8594 truth=25

pred=22.875 truth=30

pred=22.875 truth=25

pred=22.875 truth=30

pred=22.875 truth=25

pred=22.875 truth=30

pred=22.8906 truth=30

pred=22.8906 truth=25

pred=22.8906 truth=30

pred=22.9062 truth=30

pred=22.9062 truth=25

pred=22.9062 truth=30

pred=22.9219 truth=30

pred=22.9219 truth=25

pred=22.9219 truth=25

pred=22.9219 truth=30

pred=22.9375 truth=30

pred=22.9375 truth=30

pred=22.9375 truth=25

pred=22.9375 truth=30

pred=22.9375 truth=25

pred=22.9531 truth=25

pred=22.9531 truth=30

pred=22.9531 truth=35

pred=22.9531 truth=30

pred=22.9688 truth=25

pred=22.9688 truth=30

pred=22.9688 truth=35

pred=22.9844 truth=35

pred=22.9844 truth=30

pred=22.9844 truth=30

pred=23 truth=30

pred=23 truth=25

pred=23 truth=30

pred=23.0156 truth=25

pred=23.0156 truth=25

pred=23.0156 truth=25

pred=23.0156 truth=50

pred=23.0312 truth=30

pred=23.0312 truth=25

pred=23.0469 truth=30

pred=23.0469 truth=30

pred=23.0469 truth=30

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