Computer Vision with Python: adversarial attack using cleverhans module
$8-15 USD / jam
Deliverable: Working python code, preferably using Jupyter Notebook and showing images modified using adversarial attack methods.
I have a road sign classifier model that works perfectly with the GTSRB datase (download: [login to view URL])
My next step is to fool this classifier. It has a very high accuracy (up to 99%) when classifying "clean" images.
I want to test 1 or 2 types of adversarial attacks to the model and see how much the accuracy decreases. There is a python module called [login to view URL] so there is no need to start coding these adversarial algorithms from scratch. But I don't have time to study this module.
I am thinking to test either saliency map attack or Carlini-Wagner:
from [login to view URL] import SaliencyMapMethod
from [login to view URL] import CarliniWagnerL2
I'd also like to compare "clean" images versus the adversarial images.
Some examples I found online using a different dataset are:
[login to view URL]
[login to view URL]
See the attachment for jupyter notebook code of classifying GTSRB dataset with high accuracy
ID Projek: #30096822
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---- Computer Vision with Python: adversarial attack using cleverhans module ----- Hi! I'm 6 years experienced Data Scientist with theoretical and practical experience in Data Science, Machine Learning & Deep Learning Lagi
Dear Sir. As an experienced image processing expert, it is interesting to me. I have been working on several image processing projects such as object detection, recognition, tracking, classification etc for over 7+ yea Lagi
Hi, dear I have many experience in machine learning/DL/AL, automation, image processing/recognition in python. I read the description of project carefully. I want to discuss about the project more. If you give me this Lagi
Hi, Greetings for the day! We are a team of passionate Machine Learning Engineers based in Mumbai, India, who have developed and deployed complex AI solutions using Machine Learning and Computer Vision. Upon going t Lagi
Hello Hiring Manager, I read your job descriptions carefully, I am very interesting in your job of Computer Vision with Python: adversarial attack using cleverhans module I have the enough experience and good project Lagi
MASTERS SOFTWARE ARCHITECTURE EXPERT IN ML, PYTHON COMPUTER VISION HELLO, I have understood your SPECIFICATIONS for the task. I have over 5 YEARS’ experience in this field and have adverse experience since it is my Lagi
Hello, I am a data scientist who have experience in python& jupyter notebook for two years now. and I think that I can meet this project it kind of interesting. we can talk about details if you want.