Metadata-Version: 2.1
Name: detecting
Version: 0.15
Summary: detecting
Home-page: https://github.com/Qinbf/detecting
Author: QinBingFeng
Author-email: 114479602@qq.com
License: MIT
Platform: UNKNOWN
Description-Content-Type: text/markdown
Requires-Dist: numpy
Requires-Dist: matplotlib
Requires-Dist: opencv-python
Requires-Dist: h5py
Requires-Dist: yacs
Requires-Dist: tqdm
Provides-Extra: coco
Requires-Dist: pycocotools ; extra == 'coco'

# Detecting
 The platform for object detection research


[![TensorFlow 2.2](https://img.shields.io/badge/TensorFlow-2.2-FF6F00?logo=tensorflow)](https://github.com/tensorflow/tensorflow/releases/tag/v2.2.0)
[![Python 3.6](https://img.shields.io/badge/Python-3.6-3776AB)](https://www.python.org/downloads/release/python-360/)


 # COCO 验证集实测结果
| Detection Model | Backbone | Input resolution |  AP | AP<sub>50</sub> | AP<sub>75</sub> | AP<sub>S</sub> | AP<sub>M</sub> | AP<sub>L</sub> |
| :---- | :----: | :----: | :----: | :----: |  :----: | :----: | :----: | :----: |
| FasterRCNN | ResNet50   |  640x640  |  24.7 | 39.9 | 26.0 | 5.7 | 26.1 | 42.6 |
| FasterRCNN | ResNet50   | 1024x1024 |  27.5 | 43.8 | 29.5 | 10.8 | 32.6 | 41.5 |
| FasterRCNN | ResNet101  | 640x640    | 27.0 | 41.2 | 29.2 | 7.2 | 28.6 | 45.0 |
| FasterRCNN | ResNet101  | 1024x1024  | 32.2 | 47.4 | 35.2 | 12.1 | 35.7 | 50.4 | 
| FasterRCNN | ResNet152  | 640x640    | 27.7 | 41.5 | 29.9 | 7.8 | 29.4 | 46.8 |
| FasterRCNN | ResNet152  | 1024x1024 | 32.0 | 46.7 | 35.2 | 11.4 | 35.3 | 51.6


