LOUPE | Tensorflow toolbox implementing several learnable pooling | Machine Learning library

 by   antoine77340 Python Version: Current License: Apache-2.0

kandi X-RAY | LOUPE Summary

kandi X-RAY | LOUPE Summary

LOUPE is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch, Tensorflow applications. LOUPE has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. However LOUPE build file is not available. You can download it from GitHub.

LOUPE is a Tensorflow toolbox that efficiently implements several learnable pooling method such as NetVLAD[1], NetRVLAD[2], NetFV[2] and Soft-DBoW[2] as well as the Context Gating activation from:. Antoine Miech and Ivan Laptev and Josef Sivic, Learnable pooling with Context Gating for video classification, arXiv:1706.06905, 2017. It was initially used by the winning approach of the Youtube 8M Kaggle Large-Scale Video understading challenge: We however think these are some general pooling approaches that can be used in various applications other than video representation. That is why we decided to create this small Tensorflow toolbox.
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            kandi-support Support

              LOUPE has a low active ecosystem.
              It has 298 star(s) with 79 fork(s). There are 11 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 4 open issues and 1 have been closed. On average issues are closed in 1 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of LOUPE is current.

            kandi-Quality Quality

              LOUPE has 0 bugs and 0 code smells.

            kandi-Security Security

              LOUPE has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              LOUPE code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              LOUPE 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.

            kandi-Reuse Reuse

              LOUPE releases are not available. You will need to build from source code and install.
              LOUPE has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions are not available. Examples and code snippets are available.
              LOUPE saves you 103 person hours of effort in developing the same functionality from scratch.
              It has 263 lines of code, 11 functions and 1 files.
              It has low code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed LOUPE and discovered the below as its top functions. This is intended to give you an instant insight into LOUPE implemented functionality, and help decide if they suit your requirements.
            • Perform the forward computation
            • Creates the context of a context layer
            • Compute the activation
            • Performs the forward computation
            • Compute the activations
            Get all kandi verified functions for this library.

            LOUPE Key Features

            No Key Features are available at this moment for LOUPE.

            LOUPE Examples and Code Snippets

            No Code Snippets are available at this moment for LOUPE.

            Community Discussions

            QUESTION

            Adobe XD to responsive html
            Asked 2021-Jun-01 at 08:37

            I am working on a project where I had received all the designs in Adobe Xd format. I usually work on the backend part and database and server deployment. But here I need to work on the design part too.

            I used adobe Xd webexport plugin and converted the design into html format. But real problems arise on the responsive part for mobile and tablet.

            What is the quick solution for me to responsive those html pages?

            here is the code of the sample html that I received after converting using webexport in adobe Xd. Really appreciate some thoughts on this matter.

            HTML

            ...

            ANSWER

            Answered 2021-Jun-01 at 08:37

            I will advice you learn some frontend technics like html, CSS and bootstrap because it will really help you.

            you can work with this little work of mine and maybe later I'll update it

            Source https://stackoverflow.com/questions/67777646

            QUESTION

            What's my mistake when using ternany operator with isTextInputFocused property in react-native?
            Asked 2021-May-11 at 17:57

            I have a textInput. When i click on the textInput, i want "Search Icon" to be passive, but when i dont click on the textInput, i want "Search Icon" to be active,

            Its strangely not doing what I want. As I look at my code, it looks correct, but i must have something wrong because it doesnt work as i wanted.(not giving an error tho)

            App.js

            ...

            ANSWER

            Answered 2021-May-11 at 17:57

            You can use the TextInput component's onFocus, onBlur props to focus information on an input. Sample code is available below.

            Source https://stackoverflow.com/questions/67489802

            QUESTION

            ES6 variable scopes in loops with await inside
            Asked 2021-May-01 at 04:32

            As we may know, var keyword defines a variable globally, or locally to an entire function regardless of block scope. So the below code will log 5 times with the same value.

            ...

            ANSWER

            Answered 2021-May-01 at 04:32

            await cedes control of the thread and allows other processes to run until the promise being awaited resolves. Even if the promise is already resolved, await will yield to any "microtasks" that have been waiting to execute, but that's a moot point in your case because your promise takes a full two seconds to resolve.

            In your case, two setTimeouts are queued up before the await, so they are allowed to run when the await happens.

            The timeline is basically like this:

            • i = 0
            • setTimeout 1 scheduled
            • i = 1
            • setTimeout 2 scheduled
            • i = 2
            • await
            • setTimeout 1 callback runs
            • setTimeout 2 callback runs
            • setTimeout 3 scheduled
            • i = 3
            • setTimeout 4 scheduled
            • i = 4
            • setTimeout 5 scheduled
            • i = 5
            • loop ends
            • setTimeout 3 callback runs
            • setTimeout 4 callback runs
            • setTimeout 5 callback runs

            You can see that i is 2 when the first pair of setTimeouts are allowed to execute, and it is 5 when the remaining 3 execute.

            Here is a snippet that hopefully demonstrates the process a little better:

            Source https://stackoverflow.com/questions/67223273

            QUESTION

            How to merge different dataframes of the same observation with different names in R?
            Asked 2021-Apr-19 at 21:30

            I have three data frames. The first data frame df_1 is the baseline data frame, the rest of the data frames contains information that I want to add to the matching observations of df_1 The problem is that the observations don't have the same names I have a fourth data frame with the corresponding name on each variable. I want to recognize those values that have matching observations in the rest of the data frames to get a single data frame with all the observations.

            ...

            ANSWER

            Answered 2021-Apr-19 at 21:30

            If we are making the change to first column index, it seems to work

            Source https://stackoverflow.com/questions/67166856

            QUESTION

            Saving Image.fillAmount in variable/PlayerPrefs etc
            Asked 2021-Apr-05 at 16:30

            I have a progress bar like shown in the picture below, that adds a certain amount of Image.fillAmount after each level is completed. How can i save that fill amount, do i store it in another variable, using Player Prefs or what? To try to explain:

            Level 1 is completed it adds one star

            Level 2 is completed it adds one more star etc etc:

            Here is part of my code in LevelControl that adds fillAmount:

            ...

            ANSWER

            Answered 2021-Apr-05 at 16:30

            You need to get the current progress value and then add 0.1f (or whatever value you want) before you save it. Now you set the "fillAmount" to be 0.1f all the time.

            Source https://stackoverflow.com/questions/66952533

            QUESTION

            What was the motivation for introducing a separate microtask queue which the event loop prioritises over the task queue?
            Asked 2021-Feb-26 at 14:27
            My understanding of how asynchronous tasks are scheduled in JS

            Please do correct me if I'm wrong about anything:

            The JS runtime engine agents are driven by an event loop, which collects any user and other events, enqueuing tasks to handle each callback.

            The event loop runs continuously and has the following thought process:

            • Is the execution context stack (commonly referred to as the call stack) empty?
            • If it is, then insert any microtasks in the microtask queue (or job queue) into the call stack. Keep doing this until the microtask queue is empty.
            • If microtask queue is empty, then insert the oldest task from the task queue (or callback queue) into the call stack

            So there are two key differences b/w how tasks and microtasks are handled:

            • Microtasks (e.g. promises use microtask queue to run their callbacks) are prioritised over tasks (e.g. callbacks from othe web APIs such as setTimeout)
            • Additionally, all microtasks are completed before any other event handling or rendering or any other task takes place. Thus, the application environment is basically the same between microtasks.

            Promises were introduced in ES6 2015. I assume the microtask queue was also introduced in ES6.

            My question

            What was the motivation for introducing the microtask queue? Why not just keep using the task queue for promises as well?

            Update #1 - I'm looking for a definite historical reason(s) for this change to the spec - i.e. what was the problem it was designed to solve, rather than an opinionated answer about the benefits of the microtask queue.

            References: ...

            ANSWER

            Answered 2021-Feb-13 at 22:49

            One advantage is fewer possible differences in observable behavior between implementations.

            If these queues weren't categorized, then there would be undefined behavior when determining how to order a setTimeout(..., 0) callback vs. a promise.then(...) callback strictly according to the specification.

            I would argue that the choice of categorizing these queues into microtasks and "macro" tasks decreases the kinds of bugs possible due to race conditions in asynchronicity.

            This benefit appeals particularly to JavaScript library developers, whose goal is generally to produce highly optimized code while maintaining consistent observable behavior across engines.

            Source https://stackoverflow.com/questions/66190571

            QUESTION

            Why Dispatch doesnt work and crash the app
            Asked 2020-Dec-21 at 16:38

            So basically i have reducer with state called isHamburgerIsOpen. This is for to check if hamburger icon is clicked i want to blur my background:

            ...

            ANSWER

            Answered 2020-Dec-21 at 16:38

            I'd say there's a problem with your reducer. Let's take a closer a look at it:

            Source https://stackoverflow.com/questions/65387160

            QUESTION

            Linking jquery loop to react, show nothing, no errors
            Asked 2020-Dec-20 at 09:04

            Get the same problem developing my react app. So I have import JQuery using such a command

            ...

            ANSWER

            Answered 2020-Dec-20 at 09:04

            Hi Andrew if you use as react.js me suggest for you library react-image-magnifiers

            if use react rty use this

            react-image-magnifiers: A collection of responsive, image magnifying React components for mouse and touch.

            view in npm : https://www.npmjs.com/package/react-image-magnifiers react-image-magnifiers DEMO: https://adamrisberg.github.io/react-image-magnifiers/ github: https://github.com/AdamRisberg/react-image-magnifiers

            Source https://stackoverflow.com/questions/65378206

            QUESTION

            Invalid hook call. Hooks can only be called inside... how to fix this maintaining the react class component
            Asked 2020-Sep-03 at 07:14

            I'm a react beginner, so I don't know much, I tried to invoke a function where the JWT token is taken from the Local Storage and compared with that of from the backend, by sending an Axios request so that if I get a 200 response it means I can redirect it to another page, and while it is an error I can request the user to login. (please note that this is not a professional project but I need your help very much, guys)

            The problem that I am facing is is the way that I set the OnClick in the cart button is correct? and how can I fix the React Hook Error that comes while maintaining this as a class? Unhandled Rejection (Error): Invalid hook call. Hooks can only be called inside of the body of a function component

            ...

            ANSWER

            Answered 2020-Sep-03 at 07:14
            You can not use hooks in class components

            The hook useHistory will never work in a class, you need to move this outside the class to a wrapping functional component or convert this component to a functional component.

            For a nice guide you should check out this article, It shows how to convert it step by step.

            Example of how to use the hook

            Source https://stackoverflow.com/questions/63718095

            QUESTION

            What happens with a Promise.prototype.then chain with regards to the: call-stack, WebAPI section and micro-task queue?
            Asked 2020-Aug-25 at 22:14

            I want to know what happens in this code-snippet with the chain of .thens with regards to the stack, the WebAPI section and the micro-task queue. I tried it in Loupe but it didn't seem to register the .thens.

            ...

            ANSWER

            Answered 2020-Aug-25 at 22:14

            The callback helps the first .then to return a fulfilled promise with undefined as its 'result'. The second .then is immediately called on this new promise.

            No. The .then(…) methods are both called during the initial execution of the main script, and both do immediately return a new promise (that is however not yet resolved). A promise is just a normal object and can be passed around and logged like any other value, the script executes the method calls normally.

            What the .then(…) invocations do beside returning the new promise is to register the callback(s) as fulfillment/rejection handlers on the original promise - without executing them. (When the promise is already fulfilled, like in the example you gave, it also immediately schedules the handlers to run, putting them in the microtask queue).

            After the first handler is executed on a microtask and has logged the number, its return value is used to resolve the promise that .then() had returned. Any handlers registered on that promise will be scheduled to run. So when the first microtask is completed, a second one will already be waiting in the queue and execute the second handler with the result value, making it log undefined, and then the last promise in the chain is resolved - but there are no more handlers to schedule, and the microtask queue will be empty.

            Source https://stackoverflow.com/questions/63587693

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

            Vulnerabilities

            No vulnerabilities reported

            Install LOUPE

            You can download it from GitHub.
            You can use LOUPE like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

            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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            gh repo clone antoine77340/LOUPE

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            git@github.com:antoine77340/LOUPE.git

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