ERROR: Duplicate blobs produced by multiple sources

[BeSlower]

Hi,

when I use your trained model (jstl_dgd_deploy.prototxt) to extract features on my datasets, the command line shows "duplicate blobs produced by multiple sources" error. I guess probably there is something wrong with my code, but I have no idea what is the correct way to make it work. I have to ask for your help. Could you give me some cues to extract feature on other datsets? Thanks.

Best

[Cysu]

It seems that there are two layers having the same top blob. Could you please provide the error log, or code snippet if available? For me, it's OK to

net = caffe.Net('jstl_dgd_deploy.prototxt', caffe.TEST)

[BeSlower]

This problem is due to my fault. I already fixed it. ^_^ Could you give me some cues to extract features based on your extracted_features.sh template? How to configure "weights" in your code? Thanks a lot.

parse_args() {
  task=$1
  dataset=$2
  weights=$3
  if [[ $# -eq 4 ]]; then
    blob=$4
  else
    blob=fc7_bn
  fi
}

get_output_dir() {
  parse_args $@
  weights_name=$(basename $weights)
  weights_name="${weights_name%%.*}"
  output_dir=${RESULTS_DIR}/${task}/${dataset}_${weights_name}_${blob}
  echo ${output_dir}
}

[Cysu]

Thanks very much for reminding me about this. Actually, the original extract_features.sh is legacy. I have updated it just now. You may git pull and try the following command

# scripts/extract_features.sh <subfolder> <dataset> <weights> [blob=fc7_bn]
scripts/extract_features.sh test viper /path/to/trained.caffemodel

Note that before extracting features on your own dataset, the data need to be converted to LMDBs first and put under external/exp/db/.

[BeSlower]

Thanks. It works for me. I really appreciate.