# tf-pvanet

**Repository Path**: ConleyWorld/tf-pvanet

## Basic Information

- **Project Name**: tf-pvanet
- **Description**: Implementation of PVANet in Tensorflow
- **Primary Language**: Python
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2018-08-22
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# tf-pvanet
Implementation of [PVANet](https://arxiv.org/abs/1611.08588) in Tensorflow.
* When repeating the network structure in [caffe pt](https://github.com/sanghoon/pva-faster-rcnn/blob/master/models/pvanet/pva9.1/faster_rcnn_train_test_21cls.pt), the original layer names are carefully reserved. 
* The `caffe_to_tensorflow.py` converts pva model in caffe  to tensorflow ckpt according to the layer names. Caffe models can be downloaded via [this script](https://github.com/sanghoon/pva-faster-rcnn/blob/master/models/pvanet/download_all_models.sh).
* Only the conv stages from `conv1_1` to `conv5_4` are implemented, as an base network archietecture for any other CNN-based algorithms, more than faster-rcnn.
* The `util` module come from [pylib](https://github.com/dengdan/pylib). Add the path of its `src` directory to `PYTHONPATH` when using.