https://github.com/zhaoj9014/caffe_extractfeatures_to_text
https://github.com/zhaoj9014/caffe_extractfeatures_to_text
Last synced: 5 months ago
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- Host: GitHub
- URL: https://github.com/zhaoj9014/caffe_extractfeatures_to_text
- Owner: ZhaoJ9014
- Created: 2017-04-03T03:22:42.000Z (over 8 years ago)
- Default Branch: master
- Last Pushed: 2017-04-03T03:23:06.000Z (over 8 years ago)
- Last Synced: 2025-05-06T23:16:24.645Z (5 months ago)
- Language: C++
- Size: 2.93 KB
- Stars: 45
- Watchers: 1
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# README
## Usage
1. copy `extract_features_txt.cpp` to `caffe_root/tools/`
2. cd `caffe_root`
3. `make all -j`
4. create a `.sh` file contains
## .sh file usage
```
extract_features_txt pretrained_net_param feature_extraction_proto_file
extract_feature_blob_name1[,name2,...]
save_feature_txt_name1[,name2,...]
num_mini_batches
[CPU/GPU] [DEVICE_ID=0]
```
## example
```
./build/tools/extract_features_txt.bin models/bvlc_reference_caffenet/bvlc_reference_caffenet.caffemodel examples/_temp/imagenet_val.prototxt pool5,fc7 examples/_temp/features/pool5.txt,examples/_temp/features/fc7.txt 1000 CPU
```
```
./build/tools/extract_features_txt.bin models/bvlc_reference_caffenet/bvlc_reference_caffenet.caffemodel examples/_temp/imagenet_val.prototxt pool5,fc7 examples/_temp/features/pool5.txt,examples/_temp/features/fc7.txt 1000 GPU 0
```