gvsandeep2647 / Image_Recognition Public

Notifications You must be signed in to change notification settings
Fork 1
Star 1

Machine learning model which will detect whether a person is wearing sunglasses or not and in which direction is he/she looking

1 star 1 fork Branches Tags Activity

Notifications

Name		Name	Last commit message	Last commit date
Latest commit History 7 Commits
ANN_Final		ANN_Final
Image_Reco_ANN_Eclipse		Image_Reco_ANN_Eclipse
ML - Assignment 2.pdf		ML - Assignment 2.pdf
README.md		README.md

Repository files navigation

Artificial Neural Networks

To Achieve the following tasks:

Whether the person is wearing sunglasses or not.
Predict the direction in which the person is looking.
To identify the person

Contributors :

G V Sandeep
Snehal Wadhwani

Input And Output Encoding

One hidden layer for all three modes

	Input	Hidden Units	Output Units
Sunglasses Recognizer	960	4	1
Face Recognizer	960	20	20
Pose Recognizer	960	6	4

Accuracy Measures

Running time includes learning time and testing on both the test files

	Test 1	Test 2	Running Time
Sunglasses Recognizer	100.0%	97.69%	10.59 s
Face Recognizer	94.44%	90.00%	14.1338 s
Pose Recognizer	90.79%	93.08%	42.34 s

About

Machine learning model which will detect whether a person is wearing sunglasses or not and in which direction is he/she looking

Report repository

Releases

No releases published

Packages

No packages published

Languages