Ditutup

Driver Drowsiness Detection code in python

deadline 8/7

design a drowsiness detection system to prevent these accidents. Your

system will be able to detect that a person’s eyes are closed for a few seconds. You will build

this system by using Python, which will alert the driver when he feels

sleepy.

The dataset consists of 2900 images which include both normal and yawning images. You may

find the dataset in ACG OneDrive/link.

You will have to feed the images of drivers into a Deep Learning model which will classify

whether the person’s eyes are “Open” or “Closed”. The steps of the approach follows:

Step 1 – Take image as input from a camera.

Step 2 – Detect the face in the image and create a Region of Interest.

Step 3 – Detect the eyes from Region of Interest and feed it to the classifier.

Step 4 – Classify whether eyes are open or closed.

Step 5 – Calculate score to check whether the person is drowsy.

Disclaimer: The Dataset is available in ACG OneDrive/link and it is free for non-commercial

use. We do not claim the ownership of this Dataset. You can use it for educational purposes

only

*** The project is uploaded to the kaggle site and I would like NOT to use its code.

Kemahiran: Python, Neural Networks, Deep Learning, Machine Learning (ML), Algoritma

Tentang Klien:
( 11 ulasan ) Rodos, Greece

ID Projek: #33971277

46 pekerja bebas membida secara purata €176 untuk pekerjaan ini

(95 Ulasan)
6.9
saubhagyamweb

* * * * * * * * * * * * * * * * * * * * * * Hello There, I’m a Professional and Expert Software Developer. I am interested in doing this job for you.I do have the necessary skill set & resources to complete this proj Lagi

€140 EUR dalam 7 hari
(34 Ulasan)
6.6
sajjadtaghvaeifr

Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I hav Lagi

€250 EUR dalam 7 hari
(82 Ulasan)
6.8
(24 Ulasan)
6.1
datascientist90

I'm a senior Python & ML developer and owner & founder of Dedeoglu Dev Company. Kindly send me a message to get in touch with me, Thanks, Yusuf.

€550 EUR dalam 8 hari
(26 Ulasan)
6.3
(15 Ulasan)
6.1
himasha0421

Hello I’m a professional machine learning , deep learning expert , after viewing your job details , it really jumps out at me . I have extensive experience in ☀️ Computer vision Drowsiness Detection DL application Lagi

€150 EUR dalam 7 hari
(56 Ulasan)
5.9
bintusad5

Hello. I am a machine learning and computer vision expert with full experience. I have developed lots of face, eye, mouse detection projects and also have developed eye close/open classification projects before. I can Lagi

€200 EUR dalam 6 hari
(15 Ulasan)
6.7
nrajuu07

Hey! I am glad to see your project on Machine Learning. I am Nagaraju and I had a total of 5 years of working and freelancing experience in Machine Learning, Deep Learning, NLP, and Computer Vision. Similar Type Work Lagi

€150 EUR dalam 5 hari
(76 Ulasan)
5.9
mykhailodew

Dear client. I read your description carefully and I am really interested in your project. I have worked in AI team and now I have rich experience of 7+ years. My major experiences are OpenCV(image detection , image pr Lagi

€140 EUR dalam 7 hari
(31 Ulasan)
5.4
sramireddy065

☀️☀️☀️☀️☀️ Hello , I hope you are safe and Doing well I have seen your project requirements , I am looking to discuss further with you Hope we will meet soon to discuss further ☀️☀️☀️☀️☀️ ⚡️⚡️ Coming to me, I'm a Data Lagi

€140 EUR dalam 7 hari
(51 Ulasan)
5.9
OlektraGroup

Hi, I already build computer vision based project with deployable application for industrial machine vision. I'm leading in the field of data science, computer vision and machine learning. ML is my expertise for over 6 Lagi

€140 EUR dalam 7 hari
(14 Ulasan)
5.0
snbhanja

Hi, I have worked on object detection, instance segmentation, semantic segmentation modelsnusing deep learning and opencv. Let's discuss about drowsiness detection.

€100 EUR dalam 3 hari
(13 Ulasan)
4.7
(10 Ulasan)
4.4
FxDataLabs

Implementing projects using Python and Machine Learning is our core forte since we are working on it for more than 5+ years now. We are a team of 50+ developers who have successfully delivered 350+ Machine Learning Pro Lagi

€500 EUR dalam 7 hari
(5 Ulasan)
4.5
mohamedabdelall4

Hi, I am sure that I can do this job. I'm artificial intelligence engineer experienced in computer vision, deep learning & machine learning using Python programming.I will provide free GUI with the project for you. I h Lagi

€130 EUR dalam 7 hari
(12 Ulasan)
4.5
ebaninajar

Hi I am highly experienced in computer vision and deep learning areas. I read your description carefully. I am totally familiar with cloud services such as "google colab" and "kaggle". The many project i have successfu Lagi

€250 EUR dalam 7 hari
(11 Ulasan)
4.7
JaibhanSinghGaur

Hello sir, I am a python developer with more than 2 years of experience. I have done many projects in past. I can work on : 1. Web Scraping / Data Science / ML 2. Django 3. APP development 4. C/C++ 5. Wordpress Lets Lagi

€30 EUR dalam 5 hari
(41 Ulasan)
4.7
(26 Ulasan)
4.6
braincenter

Hello, Hope this message finds you well, I checked your details and I believe that my experience is what you are looking 4. I have been working on similar projects for the past 8 years, and I have the essential skills Lagi

€150 EUR dalam 3 hari
(18 Ulasan)
4.9