SADA | Semantic Adversarial Diagnostic Attacks for Autonomous | Machine Learning library

by ajhamdi Python Version: Current License: No License

X-Ray Key Features Code Snippets Community Discussions(10)Vulnerabilities Install Support

kandi X-RAY | SADA Summary

SADA is a Python library typically used in Manufacturing, Utilities, Automotive, Artificial Intelligence, Machine Learning, Deep Learning applications. SADA has no bugs, it has no vulnerabilities and it has low support. However SADA build file is not available. You can download it from GitHub.

Tensorflow implementation of the paper in AAAI 2020. The paper tries to address the robustness of Deep Neeural Networks, but not from pixel-level perturbation lense, rather from semantic lense in which the perturbation happens in the latent parameters that generate the image. This type of robustness is important for safety-critical applications like self-driving cars in which tolerance of error is very low and risk of failure is high. SADA: Semantic Adversarial Diagnostic Attacks for Autonomous Applications Abdullah Hamdi, Matthias Muller, Bernard Ghanem.

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Quality

Security

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Support

SADA has a low active ecosystem.

It has 8 star(s) with 2 fork(s). There are 2 watchers for this library.

It had no major release in the last 6 months.

SADA has no issues reported. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of SADA is current.

Quality

SADA has 0 bugs and 0 code smells.

Security

SADA has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

SADA code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

SADA does not have a standard license declared.

Check the repository for any license declaration and review the terms closely.

Without a license, all rights are reserved, and you cannot use the library in your applications.

Reuse

SADA releases are not available. You will need to build from source code and install.

SADA has no build file. You will be need to create the build yourself to build the component from source.

Installation instructions, examples and code snippets are available.

It has 1887 lines of code, 136 functions and 13 files.

It has high code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

kandi has reviewed SADA and discovered the below as its top functions. This is intended to give you an instant insight into SADA implemented functionality, and help decide if they suit your requirements.

Tiny version of yolo
Pad inputs with kernel_size
2d convolutional convolution
A convolution layer with fixed padding
Yolo version
Darknet 53
Yolo block
Darknet53 block
Train the Bgan
Load weights from a file
Calculates the suppression based on the predicted boxes
Learn gaussian
Convert a list of detections into boxes
Perform a yolo v3
Load weights from file
Reshape x
Match two dictionaries
Draw boxes
Calculate training and test train
Print box information
Load the coco names from a file
Generate a random LHSL
Concatenate detection boxes into boxes
Prepare config and log handlers
Read images from a directory
Generate random distribution
Generate the nearest neighbor
Execute the bounding box
Given a set of boxes returns a dict with the predicted boxes
Concatenate tensor

Get all kandi verified functions for this library.

SADA Key Features

No Key Features are available at this moment for SADA.

SADA Examples and Code Snippets

No Code Snippets are available at this moment for SADA.

Community Discussions

Trending Discussions on SADA

SQLSTATE[42S22]: Column not found: 1054 Unknown column '0' in 'where clause' in laravel

preg_match_all for nested element

How to get Product and Quantity information from payment_intent.succeeded event via Webhooks in Stripe?

SQL Server : convert column by different condition in select statement

The element that is left out when dividing an array in the form of a page

Regex to split and extract value from pipe delimited file

How do i style each li element at a time?

Flask SQLAlchemy OperationalError

React Native using conditional rendering still trying to access state even though set to false

Mongodb updateOne with $or operator updates always the first document in the collection even if there is no match

QUESTION

SQLSTATE[42S22]: Column not found: 1054 Unknown column '0' in 'where clause' in laravel

Asked 2022-Apr-17 at 05:51

I am trying to updateOrCreate some data(to insert multiple row), but is shows the following error :

SQLSTATE[42S22]: Column not found: 1054 Unknown column '0' in 'where clause' (SQL: select * from test_questions where (0= question_id and1 = 1650168432072) limit 1)

my code from the controller is :

...

ANSWER

Answered 2022-Apr-17 at 05:51

you sould use :

Source https://stackoverflow.com/questions/71899540

QUESTION

preg_match_all for nested element

Asked 2022-Jan-21 at 21:58

This is a kind of BB codes. Any idea how to match all elements like [LI]text[/LI] and [UL]text[/UL]?

...

ANSWER

Answered 2022-Jan-21 at 21:58

To do that you need 2 things:

a recursive subpattern (a subpattern in a capture group that refers to itself)
to put this recursive pattern inside a lookahead assertion (because an assertion doesn't consume characters, and, with this trick, you can match several times the same substrings)

~(?=(\[(\w+)]([^[]*(?:(?1)[^[]*)*?)\[/\2]))~

(?=...) is the lookahead assertion. (the current position is followed by ...)
(\[(\w+)]([^[]*(?:(?1)[^[]*)*?)\[/\2]) is the capture group 1.
(?1) refers to the subpattern inside the capture group 1.
\2 refers to the match of the capture group 2 (the tag name).

demo

Source https://stackoverflow.com/questions/70803912

QUESTION

How to get Product and Quantity information from payment_intent.succeeded event via Webhooks in Stripe?

Asked 2022-Jan-06 at 08:57

Here is how I'm initializing the Checkout Process in Node.js.

...

ANSWER

Answered 2022-Jan-06 at 08:57

You can find the Product and the quantity from the Checkout Session by using expand on the line_items property. The code should look like this.

Source https://stackoverflow.com/questions/70603893

QUESTION

SQL Server : convert column by different condition in select statement

Asked 2021-Nov-16 at 05:13

I have a table that contains a string address. I want to select the column text in a specific format. However, the column contains a different format and it requires different rules. For example, if the column contains words like 'SHOP', it will select the wording start with 'SHOP'. If the column contains words like 'BOX', it will select the wording after 'BOX'.

Table A

...

ANSWER

Answered 2021-Nov-16 at 03:20

You need to use a Case expression. Assuming the logic above does what you need, this sort of thing should provide the result in the structure you want...

Source https://stackoverflow.com/questions/69983322

QUESTION

The element that is left out when dividing an array in the form of a page

Asked 2021-Nov-05 at 12:29

In my project, I want to operate by making Array in Array. But there is a problem somewhere, it does not include the last or the first data in Array while dividing the Arrays. What could be the reason for this?

Database Used: MySQL (with NodeJS Package: MySQL2)

Code:

...

ANSWER

Answered 2021-Nov-05 at 12:29

You dont have a reducer init value, an empty array:

Source https://stackoverflow.com/questions/69853122

QUESTION

Regex to split and extract value from pipe delimited file

Asked 2021-Oct-18 at 11:57

I want to split a pipe( | ) delimited file using regex only and extract a particular field at nth position. My current solutions works fine until a blank field appears. I am unable to figure out what i am doing wrong.

Sample Data:

...

ANSWER

Answered 2021-Oct-18 at 04:37

Just need to swap the 'One or more token +' with a 'Zero or more token *' as it looks like it's getting stuck with no chars between the two pipes.

I think the following should give you the result you are looking for:

Source https://stackoverflow.com/questions/69610683

QUESTION

How do i style each li element at a time?

Asked 2021-Jun-09 at 19:36

I am trying to style each

element at a time on click, not all at once. For each click, the first one, then on the second click, the next one and so on...

This code puts style on all li elements at once. How do I do it?

...

ANSWER

Answered 2021-Jun-09 at 19:30

One approach would be to add a class to do the styling.

When you click your element find the first

that doesn't have that class and add it to that one.

Adding and removing classes is typically easier than modifying and undoing inline style

Source https://stackoverflow.com/questions/67910282

QUESTION

Flask SQLAlchemy OperationalError

Asked 2021-Jun-08 at 18:41

I'm creating my first Flask project. The first part of the project is obviusly the login part. I made with html tho page for sign up and login. Then I wrote the flask part of the project. The code is the following, divided in the main.py file

...

ANSWER

Answered 2021-Jun-08 at 09:25

Creating a database at runtime is not preferred. Flask app needs to be connected to a database on start. You may create tables at runtime.

Source https://stackoverflow.com/questions/67878081

QUESTION

React Native using conditional rendering still trying to access state even though set to false

Asked 2021-May-27 at 18:40

I am trying to render a component but only after I get a response from the server. for some reason it looks like react still trying to mount the component even though the condition is still false.

I tried to add some pre-checking before accessing the array but still the error persists. See code below:

MyComponent.js

...

ANSWER

Answered 2021-May-27 at 18:40

set the initial state of the loader to true

Source https://stackoverflow.com/questions/67721858

QUESTION

Mongodb updateOne with $or operator updates always the first document in the collection even if there is no match

Asked 2021-Feb-27 at 16:04

I have the following function which adds a comment to a private room between two users.

...

ANSWER

Answered 2021-Feb-27 at 16:04

There is a issue with bracket, you have combined both query and update part in same bracket, to correct it to,

Source https://stackoverflow.com/questions/66399996

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install SADA

install Blender with the version blender-2.79b-linux-glibc219-x86_64 and add it to your PATH by adding the command export PATH="${PATH}:/home/PATH/TO/blender-2.79b-linux-glibc219-x86_64" in /home/.bashrc file . make sure at the end that you can run blender command from your shell script. Download the dataset that contains the 3D shapes and the environments from this link and place the folder in the same project dir with name 3d/training_pascal. Download the weights for YOLOv3 from this link and place in the detectos dir.
install Blender with the version blender-2.79b-linux-glibc219-x86_64 and add it to your PATH by adding the command export PATH="${PATH}:/home/PATH/TO/blender-2.79b-linux-glibc219-x86_64" in /home/.bashrc file . make sure at the end that you can run blender command from your shell script.
Clone this repo:
install the following conda environment as follows:
Download the dataset that contains the 3D shapes and the environments from this link and place the folder in the same project dir with name 3d/training_pascal.
Download the weights for YOLOv3 from this link and place in the detectos dir.

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

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