正文
8、An absolute beginner’s guide to Image Classification with Neural Networks
来源:Mozilla
9、Background removal with deep learning
作者:Gidi Shperber
面部识别
10、Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression
-
GitHub:https://github.com/AaronJackson/vrn
-
论文:https://arxiv.org/abs/1703.07834
-
博客:http://aaronsplace.co.uk/papers/jackson2017recon/
-
Demo:http://cvl-demos.cs.nott.ac.uk/vrn/
作者:Aaron Jackson
11、Eye blink detection with OpenCV, Python, and dlib
作者:Adrian Rosebrock
12、DEAL WITH IT in Python with Face Detection
作者:Kirk Kaiser
视频稳像
13、Fused Video Stabilization on the Pixel 2 and Pixel 2 XL
来源:Google Research
目标检测
14、How HBO’s Silicon Valley built “Not Hotdog” with mobile TensorFlow and Keras
作者:Tim Anglade
15、Object detection: an overview in the age of Deep Learning
来源:Tryolabs
16、How to train your own Object Detector with TensorFlow’s Object
Detector API
-
博客:https://towardsdatascience.com/how-to-train-your-own-object-detector-with-tensorflows-object-detector-api-bec72ecfe1d9
-
数据集:https://github.com/datitran/raccoon_dataset
-
产品化:https://towardsdatascience.com/building-a-real-time-object-recognition-app-with-tensorflow-and-opencv-b7a2b4ebdc32
-
产品代码:https://github.com/datitran/object_detector_app
作者:Dat Tran
17、Real-time object detection with deep learning and OpenCV
①
https://www.pyimagesearch.com/2017/09/11/object-detection-with-deep-learning-and-opencv/;②https://www.pyimagesearch.com/2016/01/04/unifying-picamera-and-cv2-videocapture-into-a-single-class-with-opencv/
③https://www.pyimagesearch.com/2017/08/21/deep-learning-with-opencv/
作者:Adrian Rosebrock
自动驾驶
18、Self-driving Grand Theft Auto V with Python : Intro [Part I]
-
GitHub:https://github.com/sentdex/pygta5
-
视频:https://www.youtube.com/playlist?list=PLQVvvaa0QuDeETZEOy4VdocT7TOjfSA8a
-
博客:https://pythonprogramming.net/game-frames-open-cv-python-plays-gta-v/
作者:Sentdex