traveler-ahn/flask_deeplearning

Flask_deeplearning

• 2019/08/06 ver.

실행 화면 (App running)

• Face Detection (좋아하는 연플리 시즌4:))

• Object Detection

• Etc... with Deeplearning

실행환경 (Environment)

Flask 1.1.1
tensorflow 1.14.0 (cpu/gpu) supported
keras 2.2.4
mtcnn 0.0.9 (FaceDetection, Landmark detection)
opencv-python 4.1.0.25

사전필요 사항 (Prerequisite)

• Model file download (SSD, Age&Gender, Emotion)

실행 코드 (Excution, linux(ubuntu) & window10 supported)

$ python app.py -i cam         (USB camera)

or

$ python app.py -i VIDEO_PATH  (Video file)

and Web browser(Firefox & Chrome supported)
http://localhost:5000

Enjoy iT:)

Reference

Flask Deeplearning: https://github.com/kodamap/object_detection_demo
Age & Gender: https://github.com/Tony607/Keras_age_gender
ObjectDetection(SSD): https://github.com/pierluigiferrari/ssd_keras
FaceDetection: https://github.com/ipazc/mtcnn
LandMark: https://github.com/ipazc/mtcnn