how to train input in nn

hi Mr expert, can u explain me how to train inputs in neural network?im currently working on road signs recognition. Do I need to compile a database of road signs ? i simply cant understand the ways. Im not ask u the method to recgonize road signs but asking u the ways.pls explain in details.Thank you for spending ur time explain it.

Answer 1

[Walter Roberson]

You do not need a database of road signs. You can use instead a description of exactly what to look for in each sign to distinguish it from all the other kinds of sign.

For example, "eccentricity 0 (circle), outer circle 2% of sign diameter, outer circle is green, inside outer circle is unbroken white" might perhaps be the description for a "parking is allowed here" sign. The description for a sign that indicates "no left turn on weekday mornings" might be much more complex, especially as it might occur in the negative (left turn crossed out) or in the positive by omission (only straight ahead is shown on sign.)

If you have an exact description of each road sign, you might still need a NN to figure out whether the street is washed on the 16th of even numbered months or of odd numbered months.

Individual aspects such as a colored circle around the outside of a sign are known as "features", and it is usually easier to describe each sign by its features and then use some kind of processing routine (such as a NN) to figure out what to look for to distinguish a particular sign from all other similar signs.

[Tulips]

what do u mean by eccentricity? i ve done with the detection stage as I got the bounding box for each of signs. then for recognition stage I still can't understand to assigns pixels in the bounding box?how's the way?thanx

[Walter Roberson]

http://www.mathworks.com/help/toolbox/images/ref/regionprops.html#bqkf8id

[Tulips]

ya, thx sir, then cud I simply train the pixels of the bounding box in NN toolbox?

[Walter Roberson]

Not unless you don't mind confusing camel crossing signs with elk crossing signs.

http://en.wikipedia.org/wiki/Traffic_signs

[Tulips]

Sir, if u dont mind can u explained deeply.erm..I still dont get what u mean with ur statement above?:(

my bad:(