深度学习入门 beta 默认主题

person_name = img_name.split('/')[-1].split('.')[0]

person_name = os.path.basename(img_name).split('.')[0]

person_name = img_name.split('/')[-1][:-4]

img_name = ""
img_1 = cv2.imread(img_name)
new_name = path.replace('.png', '.jpg'),
cv2.imwrite(img_name.replace('.png', '.jpg'), img_1)
img = cv2.imdecode(img_name.replace('.png', '.jpg'))

算法基础

力扣 每日一题，要求数组、矩阵、字符串操作，每周不低于4道中等难度。

Python 基础

https://github.com/jackfrued/Python-100-Days

https://www.bilibili.com/video/BV1c4411e77t?spm_id_from=333.337.search-card.all.click

python基础不足的需学习，要求掌握:环境搭建、变量、运算符、分支、循环、列表(重点)、函数、对 象等基础

对应GitHub中Day01-08内容(可根据掌握情况自行选择)

深度学习基础

课后作业 https://blog.csdn.net/u013733326/article/details/79827273

https://github.com/SnailTyan/deep-learning-papers-translation

机器学习：

Supervised Machine Learning: Regression and Classification | Coursera

深度学习：

深度学习 | Coursera

深度学习工程师微专业 - 一线人工智能大师吴恩达亲研-网易云课堂 - 网易云课堂 (163.com)

深度学习与神经网络：

Neural networks and deep learning

引言 | 神经网络与深度学习 (gitbooks.io)

深度学习花书：lan Goodfellow《深度学习》

mit-deep-learning-book-pdf/deeplearningbook.pdf at master · janishar/mit-deep-learning-book-pdf (github.com)

上手深度学习：

Practical Deep Learning for Coders - Practical Deep Learning (fast.ai)

计算机视觉：

Stanford University CS231n: Deep Learning for Computer Vision

Mostafa Saad Ibrahim Computer Vision Researcher @ Huawei 博客：Homepage of Mostafa S. Ibrahim - Getting Started in Computer Vision Research (google.com)

自然语言处理：

Stanford CS 224N | Natural Language Processing with Deep Learning

CS 11-747: Neural Networks for NLP (phontron.com)

图神经网络：

CS224W | Home (stanford.edu)

【双语字幕】斯坦福CS224W《图机器学习》课程(2021) by Jure Leskovec_哔哩哔哩_bilibili

Stanford CS224W: Machine Learning with Graphs - YouTube

课外知识：

3Blue1Brown的个人空间_哔哩哔哩_bilibili

但是什么是神经网络？ |第一章深入学习 - YouTube

Siraj Raval - YouTube