visil | grained Spatio-Temporal Video Similarity Learning | Machine Learning library
kandi X-RAY | visil Summary
kandi X-RAY | visil Summary
visil is a Python library typically used in Artificial Intelligence, Machine Learning, Tensorflow applications. visil 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 repository contains the Tensorflow implementation of the paper ViSiL: Fine-grained Spatio-Temporal Video Similarity Learning. It provides code for the calculation of similarities between the query and database videos given by the user. Also, it contains an evaluation script to reproduce the results of the paper. The video similarity calculation is achieved by applying a frame-to-frame function that respects the spatial within-frame structure of videos and a learned video-to-video similarity function that also considers the temporal structure of videos.
This repository contains the Tensorflow implementation of the paper ViSiL: Fine-grained Spatio-Temporal Video Similarity Learning. It provides code for the calculation of similarities between the query and database videos given by the user. Also, it contains an evaluation script to reproduce the results of the paper. The video similarity calculation is achieved by applying a frame-to-frame function that respects the spatial within-frame structure of videos and a learned video-to-video similarity function that also considers the temporal structure of videos.
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visil has a low active ecosystem.
It has 81 star(s) with 14 fork(s). There are 8 watchers for this library.
It had no major release in the last 6 months.
There are 7 open issues and 2 have been closed. On average issues are closed in 3 days. There are no pull requests.
It has a neutral sentiment in the developer community.
The latest version of visil is current.
Quality
visil has 0 bugs and 0 code smells.
Security
visil has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
visil code analysis shows 0 unresolved vulnerabilities.
There are 0 security hotspots that need review.
License
visil 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.
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visil 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, examples and code snippets are available.
visil saves you 599 person hours of effort in developing the same functionality from scratch.
It has 1403 lines of code, 80 functions and 12 files.
It has high code complexity. Code complexity directly impacts maintainability of the code.
Top functions reviewed by kandi - BETA
kandi has reviewed visil and discovered the below as its top functions. This is intended to give you an instant insight into visil implemented functionality, and help decide if they suit your requirements.
- ResNet v1
- Resnet v1d
- Stack blocks into dense tensors
- Create a resnet block
- Preprocess an image
- Calculate the smallest height at the smallest height
- Performs central crop
- Resize image
- Query a dataset using Keras
- Calculate similarity
- Calculate the MAP similarity
- Evaluate the MAP algorithm
- Bottleneck a bottleneck
- 1D convolutional convolutional layer
- Return a subsample of inputs
- Calculate MAP divergence
- Calculate the map distance
- Evaluate the performance of the search
- Calculate a score based on PR - plot
- Calculate the MAP
- Calculate the AP
- Compute similarity between all videos in the dataset
- Resnet block
- Resnet model
- Resnet network
- Extract logits from a given video
Get all kandi verified functions for this library.
visil Key Features
No Key Features are available at this moment for visil.
visil Examples and Code Snippets
No Code Snippets are available at this moment for visil.
Community Discussions
Trending Discussions on visil
QUESTION
React-Navigation: Cannot hide header with nested navigators
Asked 2018-Dec-30 at 00:22
I'm using the official react-navigation to handle my navigation. I have one main TabNavigator for the whole app with two tabs (called HitchhikingMapNavigator and SettingsNavigator below), and each tab has a nested StackNavigator:
ANSWER
Answered 2018-Apr-04 at 09:10This worked for me:
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install visil
Clone this repo:
You can install all the dependencies by
Download and unzip the pretrained model:
If you want to use I3D as backbone network (used for AVR in the paper), then install the following packages:
You can install all the dependencies by
Download and unzip the pretrained model:
If you want to use I3D as backbone network (used for AVR in the paper), then install the following packages:
Support
Giorgos Kordopatis-Zilos (georgekordopatis@iti.gr) Symeon Papadopoulos (papadop@iti.gr).
Find more information at:
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