DAL | Dynamic Anchor Learning for Arbitrary-Oriented Object | Computer Vision library

 by   ming71 Python Version: Current License: Apache-2.0

kandi X-RAY | DAL Summary

kandi X-RAY | DAL Summary

DAL is a Python library typically used in Artificial Intelligence, Computer Vision applications. DAL 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 project hosts the official implementation for our AAAI 2021 paper:. Dynamic Anchor Learning for Arbitrary-Oriented Object Detection [arxiv] [comments].
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            kandi-support Support

              DAL has a low active ecosystem.
              It has 145 star(s) with 23 fork(s). There are 7 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 15 open issues and 22 have been closed. On average issues are closed in 8 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of DAL is current.

            kandi-Quality Quality

              DAL has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              DAL 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

              DAL 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.
              It has 7530 lines of code, 426 functions and 67 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed DAL and discovered the below as its top functions. This is intended to give you an instant insight into DAL implemented functionality, and help decide if they suit your requirements.
            • Evaluate a map file
            • Draw a plot function based on a dictionary
            • Draw text inside given image
            • Adjust axes limits
            • Evaluate method
            • Decode the bounding box
            • Extracts the line values from a file
            • Decodes a UTF - 8 encoded string
            • Train a model
            • Evaluate a set of detections
            • Compute the vocab
            • Compute the classification loss
            • Example example
            • Evaluate the map file
            • Fast optimized version of nms_polygon
            • Convert Dota2 dataset to COCO
            • Generate images for given dataset
            • Convert a vocabulary file to a directory
            • Convert ht files to directory
            • Evaluate HRSC dataset
            • Evaluate the UCAS AOD dataset
            • Compute the inner layer
            • Make a polygon polygon polygon polygon polygon polygon
            • Locate the CUDA binary
            • Show annotated objects
            • Calculate nms for a given threshold
            • Get the start point of a coordinate
            • Creates a Wordtruth2Task1 task2
            Get all kandi verified functions for this library.

            DAL Key Features

            No Key Features are available at this moment for DAL.

            DAL Examples and Code Snippets

            No Code Snippets are available at this moment for DAL.

            Community Discussions

            QUESTION

            Iterate over groups and output those groups which met .loc conditions
            Asked 2022-Mar-24 at 10:04
            1. I'm trying to iterate over groups ( groupedby AC No)
            2. The groups that meets the given condition (having 12 rows) as output. data.loc[(data['Position'] <= 3) & (data['Votes %'] > 10.0) ].shape[0]) == 12 are assigned a dummy output as 1.

            Let's start fresh and simple I have stored my new filtered dataset as

            ...

            ANSWER

            Answered 2022-Mar-24 at 10:04

            You can count matched values by mask by GroupBy.sum and then filter:

            Source https://stackoverflow.com/questions/71597974

            QUESTION

            Identity in C# ASP.NET Core Web API user
            Asked 2022-Mar-07 at 08:34

            I have a project it's about real estate so I created tables user and linked it with estates, and I learnt about identity.

            When I migrate it hides the user table because the ASP.NET Core identity already has a users table, so how can I link asp.net user to users or how to link asp.net user to identity user

            ...

            ANSWER

            Answered 2022-Mar-06 at 19:18

            You have to add the fields you want to add to the identity users table in the applicationDbContext.cs file like this:

            Source https://stackoverflow.com/questions/71372368

            QUESTION

            In Unity how do you call a firebase async function and return the value to a calling function?
            Asked 2022-Feb-17 at 06:48

            I am trying to call Firebase functions inside a "DAL" class as I want to create some abstraction. I cannot figure out how to return a variable from inside the callback, or how to pass in a callback to execute from the controller class I created. How would I make UserExistsInFirebase async and call that from a controller class like

            ...

            ANSWER

            Answered 2022-Feb-17 at 06:48

            In your current code the issue is that ContinueWithInMainThread is callback called some time later once the task is finished. In the meantime it doesn't block your UserExistsInFirebase at all which rather directly continues and returns false.

            Note btw that a method would need to be async in order to be able to use await within it ;)

            So instead of ContinueWithInMainThread you would rather make your task async and use await once more.

            Source https://stackoverflow.com/questions/71138774

            QUESTION

            EntityFrameworkCore. Update data in database. Method does not work correctly while data is being tracked
            Asked 2022-Feb-16 at 18:36

            I discovered one problem while creating my project. If someone refer to the issue I will be grateful. In my project I use a layered model. The repository layer (data access layer) that communicates with the database (DB) and the service layer (business logic layer) in which services and objects are implemented (data transfer object).

            As a result, there is a problem with the dbSet.Update method. When object (obj) comes into Update method as parameter, during the method call of the _db.Entry(dbSet.Local.FirstOrDefault(i => i.Id == obj.Id) ?? obj).State = EntityState.Modified or _db.Update(dbSet.Local.FirstOrDefault(i => i.Id == obj.Id) ?? obj) in the case of the first user's update (like from "view.xaml") obj is update and changes saving in the database (because dbSet.Local.FirstOrDefault(i => i.Id == obj.Id) returns null and obviously my obj gets into the _db.Update method). In case of a repeated user's update (in the "view.xaml" view) object obj -- when it gets into the _db.Update(dbSet.Local.FirstOrDefault(i => i.Id == obj.Id) ?? obj) method, it isn't take account, as the data context already tracks it and in the _db.Update method gets an object from dbSet.Local.FirstOrDefault(i => i.Id == obj.Id). Everything would be fine if this object in dbSet.Local was updated according to the type that comes from the user. However, this is not the case, it is tracked but not changed when the user edits its properties. It is not tracked properly rather due to the fact that I use services and, accordingly, data transfer object entities.

            In view of the foregoing, I have a question. How to make to update entity (by a new modified object) that are tracked, or how to manually assign the necessary object in dbSet.Local to replace the one stored there? or how to make Microsoft.EntityFrameworkCore.ChangeTracking not track changes to my objects in any way?

            In order to make changes not tracked I used the QueryTrackingBehavior.NoTracking parameter for the DbContextOptionsBuilder entity, but this only helps on the first load, and tracking is still used when the data is updated further. I also used the dbSet.Local.Clear() methods, but this is a bad idea, as data updating due to the deletion of the previous data from the database (like delete 20 rows from table and add one updated).

            ...

            ANSWER

            Answered 2022-Feb-16 at 18:36

            It's unusual to be so heavily coupled to the local cache. The normal pattern is to call DbSet.Find(id), and update the properties of the entity that it returns.

            Source https://stackoverflow.com/questions/71144186

            QUESTION

            Adding new column to DataFrame using a list
            Asked 2022-Feb-13 at 20:46

            I am scraping the stock prices, and names from Yahoo's finance website. After making a dataframe with three columns "Name", "Code", and "Price" and representing the passed index variable. I want to go to another loop and add a column to the original dataframe with updated prices. But when I add the column it creates NaN values for my original data. What do I need to do to correctly place the indexes and not disturb the original dataframe data?

            ...

            ANSWER

            Answered 2022-Feb-13 at 20:46

            QUESTION

            The command dal:create:schema does not create foreign keys
            Asked 2022-Feb-06 at 08:16

            Given the following example for an Entity-Definition, there is a foreign key defined. As a developer and database engineer i would expect that the command dal:create:schema would also create the expected foreign keys. But this is not the case.

            ...

            ANSWER

            Answered 2022-Feb-06 at 08:16

            The command you mentioned is using the SchemaGenerator which has a method to generate Foreign keys:

            \Shopware\Core\Framework\DataAbstractionLayer\SchemaGenerator::generateForeignKeys

            Looking at this method it seems to work only fields of the type ManyToOneAssociationField

            Source https://stackoverflow.com/questions/70287163

            QUESTION

            EF core ToAsyncEnumerable and AsAsyncEnumerable ends with System.ObjectDisposedException
            Asked 2022-Jan-31 at 17:31

            I'm working on xamarin project and using Entity Framework Core to access database. I know it's not a good solution but i decided to do it without application server.

            The DAL layer is using repository pattern and BL layer is using facade pattern with mappers. On the DAL layer i want to create IAsyncEnumerable of entities and on BL i want to make IAsyncEnumerable of models.

            The first and the second example does not work, It ends on System.ObjectDisposedException "Cannot access a disposed context instance..." Why? ToList() works good, ToListAsync() works good.

            Ends on System.ObjectDisposedException

            ...

            ANSWER

            Answered 2022-Jan-31 at 17:31

            this happening because the .ToAsyncEnumerable() will execute the db call when you are using the object (lazy loaded). ToList() will execute the db call immediately. So when you are using this inside a using statement, the DbContext is disposed while the return object is returned. the .ToList() is the right solution in this situation.

            How ever, I am having doubts about your approach of creating and disposing of DbContext because it might leads to other problems later (like updating a object which is being tracked in another context instance etc). Also you will lose some benefits like, caching of results.

            Source https://stackoverflow.com/questions/70930153

            QUESTION

            EF LINQ query master-details into new model
            Asked 2022-Jan-31 at 16:10

            There are lots of EF master-detail questions, I've looked through most of them. I can't find any that address the syntax approach I'm using which include transformation of the EF query results into a new business model, but I'm sure there is a way.

            Here is the business model to emit from the DAL (header properties not shown)

            ...

            ANSWER

            Answered 2022-Jan-31 at 16:10

            Rather than doing a join at the top level, you can use another internal LINQ query to populate a collection inside of your model.

            Source https://stackoverflow.com/questions/70897509

            QUESTION

            Generic hierarchy filter of nested classes in Linq
            Asked 2022-Jan-07 at 14:19

            I'm writing an Application that contains a nested structure like this one:

            ...

            ANSWER

            Answered 2022-Jan-07 at 13:23

            Since you need to select the whole hierarchy, you need to group the results by your topmost node, i.e., country, and rebuild from there

            Source https://stackoverflow.com/questions/70620708

            QUESTION

            pandas - show N highest counts in a group-by dataframe
            Asked 2021-Dec-23 at 13:47

            Here is my input DataFrame

            ...

            ANSWER

            Answered 2021-Dec-23 at 13:13

            Your first groupby was correct, after that you want to sort your values based on State and Count.

            Then you group again solely on the state and fetch the head(2). If you want, you can (re)set your index to State and City.

            Source https://stackoverflow.com/questions/70462533

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

            Vulnerabilities

            No vulnerabilities reported

            Install DAL

            The codes build Rotated RetinaNet with the proposed DAL method for rotation object detection. The supported datasets include: DOTA, HRSC2016, ICDAR2013, ICDAR2015, UCAS-AOD, NWPU VHR-10, VOC.
            Build the Cython and CUDA modules:.

            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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            https://github.com/ming71/DAL.git

          • CLI

            gh repo clone ming71/DAL

          • sshUrl

            git@github.com:ming71/DAL.git

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