一、装系统
- 1.1 ubuntu系统镜像链接
- 1.2 刻录镜像盘
- 1.3 做ubuntu系统
四、anaconda安装
- 4.1 ubuntu安装anaconda
- 4.2 windows安装anaconda
七、opencv安装
八、YOLO官方框架
- 8.1 yolo安装测试
- 8.1 训练自己数据集
- 8.2 yolo提升技能
九、虚拟环境--版本号管理
- 9.1 anaconda虚拟环境
- 9.2 virtualenv虚拟环境
- 9.3 pycharm安装
十、实践
- 10.1 object detection
-
数据准备
-
数据增广
-
pytorch
- pytorch hub
- Detectron
- yolo--待续(waiting)
- faster-rcnn
- mask-rcnn
- unet--待续(waiting)
-
mmdetection
-
CenterNet
-
detectron2
-
- 10.2 object tracking
- 10.3 video understanding
- 10.4 NLP
- 10.5 人脸检测和识别
十一、树莓派(轻量化模型实践)
-
11.1 系统安装
-
11.2 opencv安装
十二、openvino
- 12.1 openvino安装
- 12.2 openvino资料
- 12.3 openvino实践
十三、深度学习深层理解
- 13.1 待续(waiting)
十四、docker
其他资料：
深度学习框架版本简单查看方法
bubble@bubble:~$ python
Python 3.6.5 |Anaconda, Inc.| (default, Apr 29 2018, 16:14:56)
[GCC 7.2.0] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow
/home/bubble/anaconda3/lib/python3.6/site-packages/h5py/__init__.py:36: FutureWarning: Conversion of the second argument of issubdtype from `float` to `np.floating` is deprecated. In future, it will be treated as `np.float64 == np.dtype(float).type`.
from ._conv import register_converters as _register_converters
>>> tensorflow.__version__
'1.13.1'
>>> import keras
Using TensorFlow backend.
>>> keras.__version__
'2.2.4'
>>> import torch
>>> torch.__version__
'1.1.0'
>>> import cv2
>>> cv2.__version__
'3.3.0'
>>>