lama | robust Large Mask Inpainting with Fourier Convolutions | Machine Learning library

 by   saic-mdal Jupyter Notebook Version: Current License: Apache-2.0

kandi X-RAY | lama Summary

kandi X-RAY | lama Summary

lama is a Jupyter Notebook library typically used in Artificial Intelligence, Machine Learning applications. lama has no bugs, it has no vulnerabilities, it has a Permissive License and it has medium support. You can download it from GitHub.

Official implementation by Samsung Research. by Roman Suvorov, Elizaveta Logacheva, Anton Mashikhin, Anastasia Remizova, Arsenii Ashukha, Aleksei Silvestrov, Naejin Kong, Harshith Goka, Kiwoong Park, Victor Lempitsky. LaMa generalizes surprisingly well to much higher resolutions (~2k️) than it saw during training (256x256), and achieves the excellent performance even in challenging scenarios, e.g. completion of periodic structures. [Project page] [arXiv] [Supplementary] [BibTeX] [Casual GAN Papers Summary]. Try out in Google Colab.
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            kandi-support Support

              lama has a medium active ecosystem.
              It has 4844 star(s) with 552 fork(s). There are 65 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 60 open issues and 90 have been closed. On average issues are closed in 58 days. There are 7 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of lama is current.

            kandi-Quality Quality

              lama has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              lama 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

              lama releases are not available. You will need to build from source code and install.
              Installation instructions, examples and code snippets are available.
              It has 9011 lines of code, 664 functions and 97 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi's functional review helps you automatically verify the functionalities of the libraries and avoid rework.
            Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of lama
            Get all kandi verified functions for this library.

            lama Key Features

            No Key Features are available at this moment for lama.

            lama Examples and Code Snippets

            No Code Snippets are available at this moment for lama.

            Community Discussions

            QUESTION

            component shows blank screen
            Asked 2022-Mar-21 at 05:46

            I was following lama dev youtube channel's video for using mapbox in reactjs. But when I run the reactjs script, my map component is empty.

            video: https://youtu.be/9oEQvI7K-rA

            source code: https://github.com/safak/youtube/tree/mern-travel-app

            my code

            ...

            ANSWER

            Answered 2022-Jan-02 at 19:36

            After the comment from J-007, I added these lines below the previous import lines:

            Source https://stackoverflow.com/questions/70545302

            QUESTION

            How can I find anagram words in an array using a dictionary
            Asked 2022-Mar-10 at 19:48

            I'm a beginner in C#. I need some help. Here's the code I made:

            ...

            ANSWER

            Answered 2022-Mar-10 at 19:48

            Given two strings, they are anagrams of each other if you SORT their characters and the resulting sorted sequences are the same.

            Here's a lambda that receives a string and returns its characters in sorted order:

            Source https://stackoverflow.com/questions/71427068

            QUESTION

            How to test if an array contains any value from another array using Jest?
            Asked 2022-Mar-08 at 08:34

            I have an array:

            ...

            ANSWER

            Answered 2022-Mar-07 at 14:15

            You actually have TWO arrays:

            Source https://stackoverflow.com/questions/71382024

            QUESTION

            How do I load an image from my project folder inside a JavaScript file?
            Asked 2022-Feb-25 at 11:48

            I am trying to build a website and I currently am using a data.js file to be the source of images and links in one of my components. The file structure looks like this right now.

            And my data.js file looks something like this:

            ...

            ANSWER

            Answered 2022-Feb-24 at 12:17

            Try this in your data.js

            Source https://stackoverflow.com/questions/71251632

            QUESTION

            PHP swapping elements between 2 tables
            Asked 2022-Jan-30 at 07:32
            $tab1 = [“echelle”, “trio”, “pamplemousse”, “legumes”];
            
            $tab2 = [“lama”, “geranium”, “pendule”, “elephant”];
            
            ...

            ANSWER

            Answered 2021-Oct-26 at 15:04

            using a foreach loop and strpos() will allow you traverse an array simply and remove unset() the specific values in the original array.

            strpos() will return FALSE if the searched for character does not exist, this make it a simple test for if its false then keep the array item otherwise remove it or visa versa to keep the items with a 'u' in

            Source https://stackoverflow.com/questions/69725369

            QUESTION

            How to select most common values in a column
            Asked 2022-Jan-23 at 21:35

            I have a table of mostly categorical values and want to only keep rows that have the most common values in a particular column. I'm trying to use slice_max() but it's not working as I expect. I did see older suggestions for how to do this in base R or using the deprecated top_n(), but the top_n() documentation says to use slice_max instead and I can't find much detail about how slice_max works.

            I'll use the starwars dataset as my example. The two most common homeworlds are Naboo, with 11 occurrences, and Tatooine, with 10. So I want the code to say "show me all the rows with the two most common homeworlds", and I expect that to give me a 21 row tibble where the homeworlds are all Naboo and Tatooine.

            I added a column I called "worldcount" that simply counts the occurrences of the homeworld so I can easily see how many times each homeworld occurs. I also only selected a few columns to simplify things:

            ...

            ANSWER

            Answered 2022-Jan-23 at 19:44

            slice_max is going to give you a maximum number of rows, not necessarily number of unique homeworlds. Try this:

            Source https://stackoverflow.com/questions/70823460

            QUESTION

            Showing PL/SQL ERROR : ORA-00947: not enough values
            Asked 2021-Dec-22 at 11:14

            Please help me, how to fill in the correct values? Because the value is always less, and showing ERR not enough values the error is in here

            Here is my code :

            ...

            ANSWER

            Answered 2021-Dec-22 at 09:36

            Your INSERT statement shows only 4 items in the VALUES clause but 6 in the column name list. They must both match.

            Source https://stackoverflow.com/questions/70446914

            QUESTION

            Jquery Select Dropdown Option From Autocomplete Value
            Asked 2021-Dec-20 at 19:11

            I am using autocomplete Jquery, i want to select option from the value of autocomplete

            HTML file content is available below:

            ...

            ANSWER

            Answered 2021-Dec-20 at 12:04

            Update: According to the updated code, your problem is probably related to the conversion of array data from php to js.

            I think you should get the data from MySQL into an array of data. After that you can try like this to convert php array to js array:

            Source https://stackoverflow.com/questions/70408958

            QUESTION

            React how to replace name if Id matches
            Asked 2021-Dec-10 at 00:58

            I have two arrays of objects result1 and result2

            ...

            ANSWER

            Answered 2021-Sep-10 at 18:59

            QUESTION

            Remove stopwords using spaCy from list dataframe
            Asked 2021-Nov-28 at 16:18

            I want to remove stopwords using spaCy after tokenize. But, given me an error and the error is AttributeError: 'str' object has no attribute 'is_stop' The data I want to do is the data after the tokenizing process which is in column named 'tokenizing' How to fix it?

            ...

            ANSWER

            Answered 2021-Nov-28 at 16:18

            You are processing a list of strings, and a string is not a SpaCy token, thus, it has no is_stop attribute.

            You need to keep a list of SpaCy tokens in the tokenizing column, change def tokenize(word) to:

            Source https://stackoverflow.com/questions/70145029

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

            Vulnerabilities

            No vulnerabilities reported

            Install lama

            Clone the repo: git clone https://github.com/saic-mdal/lama.git.
            Python virtualenv: virtualenv inpenv --python=/usr/bin/python3 source inpenv/bin/activate pip install torch==1.8.0 torchvision==0.9.0 cd lama pip install -r requirements.txt
            Conda % Install conda for Linux, for other OS download miniconda at https://docs.conda.io/en/latest/miniconda.html wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh bash Miniconda3-latest-Linux-x86_64.sh -b -p $HOME/miniconda $HOME/miniconda/bin/conda init bash cd lama conda env create -f conda_env.yml conda activate lama conda install pytorch torchvision torchaudio cudatoolkit=10.2 -c pytorch -y pip install pytorch-lightning==1.2.9
            Docker: No actions are needed 🎉.

            Support

            All the data (models, test images, etc.) https://disk.yandex.ru/d/AmdeG-bIjmvSugTest images from the paper https://disk.yandex.ru/d/xKQJZeVRk5vLlQThe pre-trained models https://disk.yandex.ru/d/EgqaSnLohjuzAgThe models for perceptual loss https://disk.yandex.ru/d/ncVmQlmT_kTemQOur training logs are available at https://disk.yandex.ru/d/9Bt1wNSDS4jDkQ
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            https://github.com/saic-mdal/lama.git

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            gh repo clone saic-mdal/lama

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            git@github.com:saic-mdal/lama.git

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