FSAF | Feature Selective Anchor-Free Module | Computer Vision library

by xuannianz Python Version: Current License: No License

X-Ray Key Features Code Snippets Community Discussions(5)Vulnerabilities Install Support

kandi X-RAY | FSAF Summary

FSAF is a Python library typically used in Artificial Intelligence, Computer Vision, Deep Learning, Tensorflow applications. FSAF has no bugs, it has no vulnerabilities, it has build file available and it has low support. You can download it from GitHub.

This is an implementation of FSAF on keras and Tensorflow. The project is based on fizyr/keras-retinanet and fsaf branch of zccstig/mmdetection. Thanks for their hard work. As the authors write, FASF module can be plugged into any single-shot detectors with FPN-like structure smoothly. I have also tried on yolo3. Anchor-free yolo3(with FSAF) gets a comparable performance with the anchor-based counterpart. But you don't need to pre-compute the anchor sizes any more. And it is much better and faster than the one based on retinanet.

Support

Quality

Security

License

Reuse

Support

FSAF has a low active ecosystem.

It has 111 star(s) with 25 fork(s). There are 5 watchers for this library.

It had no major release in the last 6 months.

There are 0 open issues and 30 have been closed. On average issues are closed in 19 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of FSAF is current.

Quality

FSAF has 0 bugs and 0 code smells.

Security

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

FSAF code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

FSAF 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

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

Build file is available. You can build the component from source.

Installation instructions are available. Examples and code snippets are not available.

It has 5247 lines of code, 435 functions and 51 files.

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

Top functions reviewed by kandi - BETA

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

Create generator
Generates a random visual effect generator
Random uniform variates
Check that a range is valid
Evaluate the model
Check if given label exists
Compute the area of the PR curve
Return a list of detections
Create a keraset
Create a Bbox model for a feature
Calculate the average precision
Evaluate a model
Apply filter on input boxes
Create a resnet layer
Preprocess image data
Load image and annotations
Builds a tfaf target
Call prediction function
Load the ground truth annotations for an image
Creates a retinanet bounding box
Builds the body of an image
Create callbacks
Compute anchor targets for bboxes
Generates random transform generator
Read annotations from csv file
Create a Bbox model
Compute the FASA layer
Parse command line arguments

Get all kandi verified functions for this library.

FSAF Key Features

No Key Features are available at this moment for FSAF.

FSAF Examples and Code Snippets

No Code Snippets are available at this moment for FSAF.

Community Discussions

Trending Discussions on FSAF

Pandas Multi-Table Extraction

discord.py Why @client.command dont work?

I have two arrays with objects inside that I want to compare the values and return the change key value pait and array position

Postgresql query to filter out based on jsonb child property

Why aren't the 3 columns filling the parent div? (using display: table)

QUESTION

Pandas Multi-Table Extraction

Asked 2021-Jul-23 at 13:20

I have a double-spaced txt file with many tables in it but no column names. Each table is separated with an entity title "$ XXX"

For example:

...

ANSWER

Answered 2021-Jul-23 at 13:14

You can first read you text, split it the way you want and pass it to pandas.read_csv using io.StringIO.

Source https://stackoverflow.com/questions/68499265

QUESTION

discord.py Why @client.command dont work?

Asked 2021-Mar-28 at 21:18

Nothing happens when i run the register command. I have already tried everything, but nothing helps( import discord import env from discord.ext import commands

...

ANSWER

Answered 2021-Mar-28 at 07:21

I am pretty sure I know the answer. You are using:

Source https://stackoverflow.com/questions/66839150

QUESTION

I have two arrays with objects inside that I want to compare the values and return the change key value pait and array position

Asked 2021-Mar-13 at 19:00

I want to compare these two arryays and output the key value pairs of the changed value so the out put should be like so only the changed object is in a new array, and if there were other changed objects they would be in order with there changed fields. and I always want the col10 id to be present.

Thanks ahead of time

I have tried the following

...

ANSWER

Answered 2021-Mar-13 at 19:00

I mapped the the oldState and saveData arrays to return an array [old, new] for each pair. Then created the function to return key and value pair with the different values

Provided both versions of the object have the same keys.

Source https://stackoverflow.com/questions/66616887

QUESTION

Postgresql query to filter out based on jsonb child property

Asked 2020-Nov-11 at 10:08

I'm writing a long query on my rails application, part of it (last .where.not is that the inventory column's quantity property is not equal 0 on its entries) is not working. My current query looks like this:

...

ANSWER

Answered 2020-Nov-11 at 10:08

It is passing the filter because there are two items in inventory. Current filter only filters out cases when

There are no items in inventory, or
There is one item in inventory with quantity of 0.

When there are two or more items in inventory, it's not going to filter it out.

If you need to filter out cases when all quantities are 0, you need to change the last line of the filter to

Source https://stackoverflow.com/questions/64783018

QUESTION

Why aren't the 3 columns filling the parent div? (using display: table)

Asked 2020-May-09 at 20:28




CSS Template






CSS Template using Float
In this example, we have created a header, three equal columns and a footer. On smaller screens, the columns will stack on top of each other.
Resize the browser window to see the responsive effect.


  Header



  Column1
  Column2
  Column3



  Footer

...

ANSWER

Answered 2020-May-09 at 20:28

Since you are floating the column div, you need to clear the float. What row:after does is clears the float using pseudo element.

For simplicity sake you can also use

Source https://stackoverflow.com/questions/61702882

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

Vulnerabilities

No vulnerabilities reported

Install FSAF

Download VOC2007 and VOC2012, copy all image files from VOC2007 to VOC2012.
Append VOC2007 train.txt to VOC2012 trainval.txt.
Overwrite VOC2012 val.txt by VOC2007 val.txt.

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 .

Find more information at: