# caffe-roi

**Repository Path**: impecunious/caffe-roi

## Basic Information

- **Project Name**: caffe-roi
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: MIT
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-07-26
- **Last Updated**: 2024-07-05

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# This is a fork of caffe that has ROI convolution, which was described in [this paper](https://arxiv.org/abs/1801.02722):
```
End-to-end detection-segmentation network with ROI convolution,
Zichen Zhang, Min Tang, Dana Cobzas, Dornoosh Zonoobi, Martin Jagersand et. al.
ISBI 2018
```
The main ROI layers are:

* roi_conv_layer.cu
* roi_conv_layer.cpp
* roi_pooling_layers.cu
* roi_pooling_layers.cpp
* softmax_loss_roi_layer.cu
* softmax_loss_roi_layer.cpp

These additional changes were added on top of this commit: 
https://github.com/BVLC/caffe/tree/691febcb83d6a3147be8e9583c77aefaac9945f8

If you want to update the caffe in case of any cuda compatibility reasons, please
git merge the [official caffe repo](https://github.com/BVLC/caffe/) into this modified repo.