https://github.com/vadimkantorov/caffemodel2json

A small tool to dump Caffe's *.caffemodel to JSON for inspection
https://github.com/vadimkantorov/caffemodel2json

caffe json protobuf

Last synced: 3 months ago
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A small tool to dump Caffe's *.caffemodel to JSON for inspection

• Host: GitHub
• URL: https://github.com/vadimkantorov/caffemodel2json
• Owner: vadimkantorov
• Created: 2015-08-13T15:16:21.000Z (over 9 years ago)
• Default Branch: master
• Last Pushed: 2018-02-12T16:47:13.000Z (almost 7 years ago)
• Last Synced: 2024-04-14T03:11:50.233Z (10 months ago)
• Topics: caffe, json, protobuf
• Language: Python
• Homepage:
• Size: 21.5 KB
• Stars: 41
• Watchers: 3
• Forks: 24
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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# Description

A small tool to dump Caffe's \*.caffemodel and \*.binaryproto files to JSON for inspection (\*.prototxt files is not needed). By default [caffe.proto](https://raw.githubusercontent.com/BVLC/caffe/master/src/caffe/proto/caffe.proto) from the official Caffe repository is used. Python and protobuf with Python bindings are dependencies.

# Usage

```shell

# to dump model structure without weights (unless `--data` switch is used) to JSON, using default caffe.proto:

./caffemodel2json.py model.caffemodel > dump.json

# to dump model structure without weights (unless `--data` switch is used) to JSON:

./caffemodel2json.py model.caffemodel CAFFE_ROOT/src/caffe/proto/caffe.proto > dump.json

# to dump a binaryproto:

wget http://dl.caffe.berkeleyvision.org/caffe_ilsvrc12.tar.gz

mkdir -p imagenet_mean && tar -xf caffe_ilsvrc12.tar.gz -C imagenet_mean

./caffemodel2json.py imagenet_mean/imagenet_mean.binaryproto --data > imagenet_mean.json

```

# License

MIT