# Stronger-yolo

**Repository Path**: xielinjiangs/Stronger-yolo

## Basic Information

- **Project Name**: Stronger-yolo
- **Description**: Improve yolo with latest paper
- **Primary Language**: Python
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 2
- **Created**: 2019-09-27
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

train dataset: VOC 2012 + VOC 2007<br>
test size: 544<br>
test code: [Faster rcnn](https://github.com/rbgirshick/py-faster-rcnn/blob/master/lib/datasets/voc_eval.py) (not use 07 metric)<br>
test GPU: 12G 2080Ti<br>
test CPU: E5-2678 v3 @ 2.50GHz
<table>
   <tr><td>Version</td><td>Network</td><td>Backbone</td><td>Initial weight</td><td>VOC2007 Test(mAP)</td><td>Inference(GPU)</td><td>Inference(CPU)</td><td>Params</td></tr>
   <tr><td>V1</td><td>YOLOV3</td><td>Darknet53</td><td>YOLOV3-608.weights</td><td>88.8</td><td>30.0ms</td><td>255.8ms</td><td>248M</td></tr>
   <tr><td>V2</td><td>YOLOV3</td><td>Darknet53</td><td>Darknet53_448.weights</td><td>83.3</td><td>30.0ms</td><td>255.8ms</td><td>248M</td></tr>
   <tr><td>V3</td><td>YOLOV3-Lite</td><td>MobilenetV2</td><td>MobilenetV2_1.0_224.ckpt</td><td>79.4</td><td>18.9ms</td><td>80.9ms</td><td>27.3M</td></tr>
</table>