hyperseg | HyperSeg - Official PyTorch Implementation | Machine Learning library

by YuvalNirkin Python Version: v1.0 License: CC0-1.0

X-Ray Key Features Code Snippets(3)Community Discussions(1)Vulnerabilities Install Support

kandi X-RAY | hyperseg Summary

hyperseg is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch applications. hyperseg 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.

Example segmentations on the PASCAL VOC dataset.

Support

Quality

Security

License

Reuse

Support

hyperseg has a low active ecosystem.

It has 183 star(s) with 35 fork(s). There are 8 watchers for this library.

It had no major release in the last 12 months.

There are 5 open issues and 24 have been closed. On average issues are closed in 88 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of hyperseg is v1.0

Quality

hyperseg has 0 bugs and 0 code smells.

Security

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

hyperseg code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

hyperseg is licensed under the CC0-1.0 License. This license is Permissive.

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

Reuse

hyperseg releases are available to install and integrate.

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

Installation instructions, examples and code snippets are available.

Top functions reviewed by kandi - BETA

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

Profile a model
Clips the summary of the flops summary
Count the number of parameters
Forward layer forward
Get image coordinates
Generate grid coordinates
Load a model
Create an object from a Python object
Perform a forward pass on input
Drop - connect
Blend a single segment
Performs the forward computation
Construct a hyperparameters model
Create a pyramid
Summarize the confusion matrix
Calculate the image size
Performs count upsample on a given mode
Compute the gradient matrix
Print a summary of flops
Count the number of rows
Count the number of ops in x
Parse file paths
Create a partial object from a Python object
Return an object factory
Get an object from an object
Count the number of LSTM cells

Get all kandi verified functions for this library.

hyperseg Key Features

No Key Features are available at this moment for hyperseg.

hyperseg Examples and Code Snippets

Testing,Citation

Python

Lines of Code : 7

License : Permissive (CC0-1.0)

Copy

@inproceedings{nirkin2021hyperseg,
  title={{HyperSeg}: Patch-wise Hypernetwork for Real-time Semantic Segmentation},
  author={Nirkin, Yuval and Wolf, Lior and Hassner, Tal},
  booktitle={IEEE/CVF Conference on Computer Vision and Pattern Recognitio

Testing,Testing a model after training

Python

Lines of Code : 3

License : Permissive (CC0-1.0)

Copy

python test.py 'checkpoints/cityscapes/cityscapes_efficientnet_b1_hyperseg-m' \
-td "hyper_seg.datasets.cityscapes.CityscapesDataset('data/cityscapes',split='val',mode='fine')" \
-it "seg_transforms.LargerEdgeResize([512,1024])"

Installation

Python

Lines of Code : 2

License : Permissive (CC0-1.0)

Copy

conda install pytorch torchvision cudatoolkit=11.1 -c pytorch -c conda-forge
pip install opencv-python ffmpeg-python

Community Discussions

Trending Discussions on hyperseg

How to get the values from a Multiple Search Selection dropdown box in react-semantic-ui?

QUESTION

How to get the values from a Multiple Search Selection dropdown box in react-semantic-ui?

Asked 2019-Apr-09 at 06:50

I apologize if this is a silly question but I can't figure out how to get the values from a Multiple Search Selection dropdown boxes using semantic-ui-React component. I already have it render the proper items within it and selecting and searching works fine, but I can't seem to figure out how to get the values out of what the user has selected.

https://react.semantic-ui.com/modules/dropdown/#types-multiple-selection

thanks

EDIT:

code:

...

ANSWER

Answered 2019-Apr-09 at 06:28

I think this is what you are trying to do. Please check the code below.

Source https://stackoverflow.com/questions/55586138

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

Vulnerabilities

No vulnerabilities reported

Install hyperseg

Install the following packages:. Add the parent directory of the repository to PYTHONPATH.

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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