Setting input layer in CAFFE with C++ -

-

i'm writing c++ code using caffe predict single (for now) image. image has been preprocessed , in .png format. have created net object , read in trained model. now, need use .png image input layer , call net.forward() - can me figure out how set input layer?

i found few examples on web, none of them work, , of them use deprecated functionality. according to: berkeley's net api, using "forwardprefilled" deprecated, , using "forward(vector, float*)" deprecated. api indicates 1 should "set input blobs, use forward() instead". makes sense, "set input blobs" part not expanded on, , can't find c++ example on how that.

i'm not sure if using caffe::datum right way go or not, i've been playing this:

float lossval = 0.0; caffe::datum datum; caffe::readimagetodatum("myimg.png", 1, imgdims[0], imgdims[1], &datum); caffe::blob< float > *imgblob = new caffe::blob< float >(1, datum.channels(), datum.height(), datum.width()); //how image data blob, , blob net input layer??? const vector< caffe::blob< float >* > &result = caffenet.forward(&lossval);

again, i'd follow api's direction of setting input blobs , using (non-deprecated) caffenet.forward(&lossval) result opposed making use of deprecated stuff.

edit:

based on answer below, updated include this:

caffe::memorydatalayer<unsigned char> *memory_data_layer = (caffe::memorydatalayer<unsigned char> *)caffenet.layer_by_name("input").get(); vector< caffe::datum > datumvec; datumvec.push_back(datum); memory_data_layer->adddatumvector(datumvec);

but call adddatumvector seg faulting.. wonder if related prototxt format? here's top of prototxt:

name: "deploy"    input: "data" input_shape { dim: 1 dim: 3 dim: 100 dim: 100 }  layer {   name: "conv1"   type: "convolution"   bottom: "data"   top: "conv1"

i base part of question on this discussion "source" field being important in prototxt...

caffe::datum datum; caffe::readimagetodatum("myimg.png", 1, imgdims[0], imgdims[1], &datum); memorydatalayer<float> *memory_data_layer = (memorydatalayer<float> *)caffenet->layer_by_name("data").get(); memory_data_layer->adddatumvector(datum); const vector< caffe::blob< float >* > &result = caffenet.forward(&lossval);

something useful. here have use memorydata layer input layer. expecting layer name named data.

the way of using datum variable may not correct. if memory correct, guess, have use vector of datum data.

i think should started.

happy brewing. :d


Comments

Post a Comment

Popular posts from this blog

magento2 - Magento 2 admin grid add filter to collection -

-
i created grid in admin xml ui components. need filter collection via url parameter , dont know how achieve that. tried inject requestinterface collection, filter didnt work. di.xml <virtualtype name="slidelistingdataprovider" type="magento\framework\view\element\uicomponent\dataprovider\dataprovider"> <arguments> <argument name="collection" xsi:type="object" shared="false">xxx\xxx\model\resourcemodel\grid\slide\collection</argument> <argument name="filterpool" xsi:type="object" shared="false">slidelistingfilterpool</argument> <!-- define new object filters --> </arguments> </virtualtype> <virtualtype name="slidelistingfilterpool" type="magento\framework\view\element\uicomponent\dataprovider\filterpool"> <arguments> <argument name="applier
Read more

Android volley - avoid multiple requests of the same kind to the server? -

-
i using volley upload list of images server. happens within service. once image uploaded remove list. problem arises when internet connection breaks. when internet connection breaks , comes again thinking of adding images yet uploaded request queue. this can result in more 1 copy of same image saved on server request same image might have gone through before getting rseponse. how can address scenario? i'm not quite sure why you're using service schedule requests volley automatically runs it's request in seperate thread. nevertheless can listen both request results, successful , unsuccessful adding listeners. you can remove image list schedule request using volley. if succeeds can carry on desired, if fails can add again list. public static request getimageuploadrequest(final string image) { response.listener<t> responselistener = new response.listener<t>() { @override public void onresponse(t response
Read more

Combining PHP Registration and Login into one class with multiple functions in one PHP file -

-
i'm trying combine registration, activation , login scripts php website backend script front end developer can pass variables different forms to. my question whether appropriate approach this. don't want have lot of php files different pieces of application developing. far have written following 2 functions login, register , activate user front end developer can call: <?php /** * created phpstorm. * user: karl * date: 26/07/2016 * time: 02:25 */ class users { function register_user($email, $password, $user_name) { $server_name = "localhost"; $u_name = "root"; $db_password = "root"; $db_name = "betamath_graspe"; //email notification variable $from_address="info@slack.com"; //registration form $msg_reg_user='username taken. please choose different username'; $msg_reg_email='email registered'; $msg_reg_active=&#
Read more