OpenCV Rest API
Learn to create a REST API microservice for extracting faces from images using OpenCV, OpenCV-python, Flask, Docker, and Heroku
Lessons
1
Intro
0:34
2
Software
1:05
3
Installs & Project Setup
2:08
4
Hello World with Flask and Gunicorn
3:19
5
Storage Directories
2:13
6
Serve Static Files
3:37
7
Allowed File Extensions
1:54
8
API Upload View
3:17
9
Python Requests Uploader Module
4:16
10
Save File Uploads
6:50
11
File Upload Handler
6:54
12
Display Image via OpenCV
5:22
13
Loading HaarCascades
3:30
14
Extracting Faces with OpenCV
9:21
15
Faces Extract Utility Function
5:03
16
OpenCV Upload & Extract View
8:06
17
Serving Static Files from Local Path
8:26
18
Serve Faces Output as Live URL
7:38
19
Deploy With Docker
19:48
20
Thank you
1:34