caffe - Why the features are overwritten when extracted using pycaffe? -


i observed features overwritten when extract them using pycaffe. code follows:

timg_1 = misc.imread('1.jpg') timg_1 = timg_1[:,:,::-1] # color channel swap timg_2 = misc.imread('2.jpg') timg_2 = timg_2[:,:,::-1] # color channel swap  timg_1 = (np.float32(timg_1)- 127.5)/128 # mean substruction timg_2 = (np.float32(timg_2)- 127.5)/128 # mean substruction  ti_1 = np.moveaxis(timg_1, 0, 1) # transpose ti_2 = np.moveaxis(timg_2, 0, 1) # transpose  # extract features ti_1 = np.reshape(timg_1, (1, timg_1.shape[2], timg_1.shape[0], timg_1.shape[1])) ti_2 = np.reshape(timg_2, (1, timg_2.shape[2], timg_2.shape[0],     timg_2.shape[1]))                  net.blobs['data'].data[...] = ti_1 net.forward()  fts_1 = net.blobs['fc5'].data print(fts_1[0, 0])                   net.blobs['data'].data[...] = ti_2 net.forward()  fts_2 = net.blobs['fc5'].data                    print(fts_2[0, 0])                  print(fts_1[0, 0])

executing provides following output:

0.508398 -0.176945 -0.176945

that means values of fts_1 overwritten fts_2. how can avoid problem?

fts_1 pointing net.blobs['fc5'].data. need make deepcopy of object. first assignment should fts_1 = copy.deepcopy(net.blobs['fc5'].data)


Comments

Post a Comment

Popular posts from this blog

commonjs - How to write a typescript definition file for a node module that exports a function? -

consider, toml node module can use: // toml.d.ts declare module toml { export function parse(value:string):any; } declare module "toml" { export = toml; } then: /// <reference path="../../../../../defs/toml/toml.d.ts"/> import toml = require('toml'); toml.parse(...); however, node module export single function, such 'glob' ( https://github.com/isaacs/node-glob ). the node usage of module be: var glob = require("glob") glob("*.js", {}, callback(err, files) { ... }); you'd naively expect this: // glob.d.ts declare function globs(paths:string, options:any, callback:{(err:any, files:string[]):void; ...but because typescripts 'import' semantics bit strange, seems can use 'import .. = require()' statement alias modules . trying call: /// <reference path="../../../../../defs/glob/glob.d.ts"/> import blog = require('glob'); results in: error ts2072: mod...
Read more

openid - Okta: Failed to get authorization code through API call -

i'm integrating okta own idp server using okta's api. i'm implementing authorization code flow following steps below: in own server, use /api/v1/authn endpoint sessiontoken. use sessiontoken obtain authorization calling endpoint: /oauth2/v1/authorize?client_id=" + clientid + "&sessiontoken=" + sessiontoken + "&response_type=code&response_mode=query&scope=openid&redirect_uri=" + redirecturl + "&state=evanyang&nonce=" it's supposed return response status code 302 , location header containing redirect url code value. however, keep getting response status code 200 , without location header, html body saying "you using unsupported browser." , "javascript disabled on browser." according api documentation: http://developer.okta.com/docs/api/resources/oidc.html#authentication-request , sessiontoken parameter sufficient this: an okta one-time sessiontoken. allows api-based ...
Read more

ios - Change Storyboard View using Seague -

i have following code checks connection server, , depending on want change views if no connection found. nsstring *connect = [nsstring stringwithcontentsofurl:[nsurl urlwithstring:@"http://myserver.com"] encoding:nsutf8stringencoding error:nil]; if (connect == null) { [self performseguewithidentifier:@"network_failure" sender:self]; } else { // other code here } my problem not change views. have added storyboard segue between 2 views identifier of network_failure . not have navigation controller or that, problem? thanks help! no not problem. first of all, in objectivec exists nil object oriented null . must use that. so: if(connect == nil) or better: if(!connect) so due fact nil not same of null , probably code does't enter in if scope . you have been able discover breakpoint. anyway: be sure set trigger segue (line) 2 view controller , , name network_failure (that not best name. should instead view1toview2 ) as, m...
Read more