SAPD | Soft Anchor-Point Object Detection | Computer Vision library

by xuannianz Python Version: Current License: Apache-2.0

X-Ray Key Features Code Snippets Community Discussions(2)Vulnerabilities Install Support

kandi X-RAY | SAPD Summary

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

This is an implementation of SAPD for object detection on Keras and Tensorflow. The project is based on fizyr/keras-retinanet, qubvel/efficientnet, xuannianz/EfficientDet and xuannianz/FSAF. The pretrained EfficientNet weights files are downloaded from Callidior/keras-applications/releases. Thanks for their hard work. This project is released under the Apache License. Please take their licenses into consideration too when use this project.

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Quality

Security

License

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Support

SAPD has a low active ecosystem.

It has 92 star(s) with 16 fork(s). There are 4 watchers for this library.

It had no major release in the last 6 months.

There are 0 open issues and 10 have been closed. On average issues are closed in 52 days. There are 2 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of SAPD is current.

Quality

SAPD has no bugs reported.

Security

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

License

SAPD is licensed under the Apache-2.0 License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

SAPD 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.

Top functions reviewed by kandi - BETA

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

Evaluate the model
Convert a label to a coco label
Return a list of detections
Compute the area of precision recall
Compute the SDPA layer
Computes the tensorflow tensorflow
Calculate the focal loss of the input tensor
Build the BiFPN
Generates a random visual effect
Build a MetaSelector
Calculate the output of the filter
Call tf
Builds an APD target
Generate a random translation matrix
Apply transformation to image
Create a random scaling matrix
Adjusts the transformation for an image
Reads the classes
Create the generator
Create callbacks
Rotate the image
Run the evaluation
Generate a random transform generator
Parse command line arguments
Returns the augmented image data
Read annotation files

Get all kandi verified functions for this library.

SAPD Key Features

No Key Features are available at this moment for SAPD.

SAPD Examples and Code Snippets

No Code Snippets are available at this moment for SAPD.

Community Discussions

Trending Discussions on SAPD

AdonisJS unable to return response within a function (SAP HANA)

'Insert into x select y' results in ora-01847

QUESTION

AdonisJS unable to return response within a function (SAP HANA)

Asked 2020-Oct-18 at 21:36

I am using SAP HANA CLIENT for NodeJS in my AdonisJS project. I am unable to return the response as json from the the function that connects to the database. Here is the code

The controller method validateInvoice is first called

...

ANSWER

Answered 2020-Oct-18 at 21:36

You have to return promise in the fetchInvStatus method.

Source https://stackoverflow.com/questions/64389702

QUESTION

'Insert into x select y' results in ora-01847

Asked 2018-Mar-08 at 09:47

So I'm trying to copy the values of a row from one table to another using the 'Insert into x select y' structure. The two tables have the exact same structure. The tables contain Timestamp(6) columns which somehow causes it to fail, I think.

Look below for the query:

...

ANSWER

Answered 2018-Mar-08 at 09:21

As Damien suggested, there is indeed an order mismatch within the table definitions. This results into errors

Let's say the two tables definitions 1 and 2 have the columns a, b, c and d; but for Table 1 it's in the order a, b, c, d and Table 2 has it in the order a, c, b, d. If I now try to do

Source https://stackoverflow.com/questions/49169095

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

Vulnerabilities

No vulnerabilities reported

Install SAPD

Pascal VOC 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.
MSCOCO 2017 Download images and annotations of coco 2017 Copy all images into datasets/coco/images, all annotations into datasets/coco/annotations
Other types please refer to fizyr/keras-retinanet)

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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