SEAN | SEAN: Image Synthesis with Semantic Region-Adaptive Normalization (CVPR 2020, Oral) | Machine Learning library

 by   ZPdesu Python Version: Current License: Non-SPDX

kandi X-RAY | SEAN Summary

kandi X-RAY | SEAN Summary

SEAN is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch, Generative adversarial networks applications. SEAN has build file available and it has low support. However SEAN has 15 bugs, it has 6 vulnerabilities and it has a Non-SPDX License. You can download it from GitHub.

We provide a convenient UI for the users to do some extension works. To run the UI mode, you need to:.
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            kandi-support Support

              SEAN has a low active ecosystem.
              It has 602 star(s) with 95 fork(s). There are 15 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 34 open issues and 12 have been closed. On average issues are closed in 8 days. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of SEAN is current.

            kandi-Quality Quality

              OutlinedDot
              SEAN has 15 bugs (2 blocker, 0 critical, 0 major, 13 minor) and 181 code smells.

            kandi-Security Security

              SEAN has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              OutlinedDot
              SEAN code analysis shows 6 unresolved vulnerabilities (6 blocker, 0 critical, 0 major, 0 minor).
              There are 3 security hotspots that need review.

            kandi-License License

              SEAN has a Non-SPDX License.
              Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

            kandi-Reuse Reuse

              SEAN 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.
              SEAN saves you 1705 person hours of effort in developing the same functionality from scratch.
              It has 3778 lines of code, 253 functions and 48 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed SEAN and discovered the below as its top functions. This is intended to give you an instant insight into SEAN implemented functionality, and help decide if they suit your requirements.
            • Display the current visual results
            • Convert visuals to numpy array
            • Save numpy array to png file
            • Add images
            • Generate style linear interpolation
            • Runs deep model
            • Convert an input image into a tensor
            • Get single input dictionary
            • Parse the options
            • Forward computation
            • Get input by label
            • Update learning rate for given epoch
            • Load the average average feature
            • Handle mouse move event
            • Forward the convolutional gradient
            • Forward shortcut
            • Patch the replication callback
            • Saves visuals
            • Perform the data - partition on a list of intermediates
            • Updates the full feature
            • Handle mouse press events
            • Setup the UI
            • Undo the history
            • Opens the image
            • Compute the loss function
            • Colormap colormap
            Get all kandi verified functions for this library.

            SEAN Key Features

            No Key Features are available at this moment for SEAN.

            SEAN Examples and Code Snippets

            No Code Snippets are available at this moment for SEAN.

            Community Discussions

            QUESTION

            Python File Error: unpack requires a buffer of 16 bytes
            Asked 2021-Jun-04 at 18:43

            im trying to use pyinstaller to convert this python file to a exe file, but whenever i try to do this i get an error in the output. Im using cmd with the auto-py-to-exe command and ive been trying to figure out what this error means but i cannot understand a thing about what is going on.

            If anyone knows how to fix this, please help. Everything shown is the information I know.

            Here is my code:

            ...

            ANSWER

            Answered 2021-Jun-04 at 18:43

            The icon for your program needs to be a valid .ico file; it can't be just a renamed .png for instance. Source: this post I found when googling the error.

            Source https://stackoverflow.com/questions/67842319

            QUESTION

            how to load .csv file and draw 2d shapes in processing
            Asked 2021-May-28 at 06:55

            I want to use loadStrings to load data into a csv file , then draw the corresponding 2D shape. Group 1 is ellipse,group 2 is triangle, group 3 is rect, group 4 is parallelogram, and group 0 is other rect. However, my code cannot display the corresponding shape.They don’t displaye any shapes, and there are no errors in my code. One more question, is there any way to display their names under each corresponding graph?

            ...

            ANSWER

            Answered 2021-May-28 at 06:55

            You're so close!

            Group is an int (int group = row.getInt("Group");), not a String, hence the conditions will look like:

            Source https://stackoverflow.com/questions/67265887

            QUESTION

            Storage of `ray_data` in ray tracing payload
            Asked 2021-May-13 at 16:57

            I am currently working with Metal's ray tracing API. I remembered I could pass data from an intersection function to the compute kernel that started the ray intersection process. After rewatching the WWDC 2020 talk Discover ray tracing with Metal by Sean James (linked here), I found the relevant section around 16:13 where he talks about the ray payload.

            However, I was curious where this payload is stored as it’s passed to the intersection function. When declared with the relevant [[ payload ]] attribute in the intersection function, it must be in the ray_data address space. According to the Metal Shading Language Specification (version 2.3), pg. 64, the data passed into the intersection function is copied in the ray_data address space and is copied back out once the intersection function returns. However, this doesn't specify if, e.g., the data is stored in tile memory (like data in the threadgroup address space is) or stored in the per-thread memory (thread address space). The video did not specify this either.

            In fact, the declarations for the intersect function (see pg. 204) that include the payload term are in the thread address space (which makes sense)

            So where does the copied ray_data "version" of the data stored in the thread address space in the kernel go?

            ...

            ANSWER

            Answered 2021-May-13 at 16:57

            According to the answer I received on the Apple Developer Forums,

            The way the GPU stores the payload varies between device and there is no particular size. All we can really say is that cost scales roughly with the size so you should minimize that payload. If the payload gets too large you may run into a dramatic performance drop.

            Source https://stackoverflow.com/questions/67336596

            QUESTION

            Find YouTube user name for a channel
            Asked 2021-May-12 at 19:21

            I am trying to use the YouTube Data API to fetch channel data for particular channels. According to the documentation, I can use list (by channel ID) or list (by YouTube username)

            ...

            ANSWER

            Answered 2021-May-12 at 19:00

            The issue you're raising is recurrent time and again on Stack Overflow. I myself already tackled all faces of it (just issue either of the following SO search terms: user:8327971 custom URL or user:8327971 forUsername).

            The short story is as follows: don't rely much on YouTube user names.

            User names are a legacy feature of the API v3: not every channel has one attached and no channel is required to have one attached. (See this official statement from Google staff from 2013-07-11.)

            Here is what YouTube Data API returns for the two names -- SeanAllen and StewartLynch -- of your post:

            Source https://stackoverflow.com/questions/67508794

            QUESTION

            Rendering image from API response in NextJS - just downloads base64 file
            Asked 2021-May-11 at 13:01

            I am working on a new project and learning ReactJS. I have saved an image in base64 to a MySQL database and I am now trying to do a GET request so the image is shown in the browser instead of it being downloaded, however, although it attempts to download the file, the file is just a file containing the base64 string instead of an actual image.

            The file in the database looks like the below (only a snippet of the base64)

            ...

            ANSWER

            Answered 2021-May-11 at 13:01

            I've figured out the issue, instead of creating the buffer from the database which I think looks like Prisma as the column was a blob was giving me a buffer anyway. , I first extract the base64 string from the DB and remove the data:image/png;base64 from the string and then create a buffer from that string and send that for the response:

            Source https://stackoverflow.com/questions/67457513

            QUESTION

            Creating a new vector by sampling an existing one, but with the probability of being drawn conditional on the position in the sequence
            Asked 2021-May-05 at 23:01

            I have a simple vector like this

            ...

            ANSWER

            Answered 2021-May-05 at 23:01

            QUESTION

            Extract specific text surrounded by white space
            Asked 2021-Apr-28 at 12:15

            I have written some basic regex:

            ...

            ANSWER

            Answered 2021-Apr-28 at 12:15

            You are loking for something like this: /\s\d\s/g.

            • \s - match whitespace,
            • \d - match any digit,
            • /g - match all occurrences.

            You can also replace \d with e.g. [0123BCDER] (your example) or [0-9A-Za-z] (all alphanumberic).

            Source https://stackoverflow.com/questions/67299591

            QUESTION

            Unable to insert into 2d list in python
            Asked 2021-Apr-25 at 14:48

            I am trying to insert an element into the first column of each row in a table of data read from a text file.

            ...

            ANSWER

            Answered 2021-Apr-25 at 14:48

            You need to use for loop using index rather then comprehension

            Source https://stackoverflow.com/questions/67249465

            QUESTION

            Hung cells: running multiple jupyter notebooks in parallel with papermill
            Asked 2021-Apr-20 at 15:50

            I am trying to run jupyter notebooks in parallel by starting them from another notebook. I'm using papermill to save the output from the notebooks.

            In my scheduler.ipynb I’m using multiprocessing which is what some people have had success with. I create processes from a base notebook and this seems to always work the 1st time it’s run. I can run 3 notebooks with sleep 10 in 13 seconds. If I have a subsequent cell that attempts to run the exact same thing, the processes that it spawns (multiple notebooks) hang indefinitely. I’ve tried adding code to make sure the spawned processes have exit codes and have completed, even calling terminate on them once they are done- no luck, my 2nd attempt never completes.

            If I do:

            ...

            ANSWER

            Answered 2021-Apr-20 at 15:50

            Have you tried using the subprocess module? It seems like a better option for you instead of multiprocessing. It allows you to asynchronously spawn sub-processes that will run in parallel, this can be used to invoke commands and programs as if you were using the shell. I find it really useful to write python scripts instead of bash scripts.

            So you could use your main notebook to run your other notebooks as independent sub-processes in parallel with subprocesses.run(your_function_with_papermill).

            Source https://stackoverflow.com/questions/65571729

            QUESTION

            Getting a Sum to print out from a user defined array summed recursively
            Asked 2021-Apr-18 at 18:57

            I'm trying to get my program to print out the sum of an array of elements that are user defined. I have most of it done, but I get an error at the end where I want to print out the sum. Here's the program I have and the error is from the sumArray.length in the main class' print line:

            ...

            ANSWER

            Answered 2021-Apr-18 at 18:49
            import java.util.*;
            /**
             * SumArray
             *
             * @author (Sean Hall)
             * @version (4/13/21)
             */
            public class SumArray
            {
                public static void main(String[] args)
                {
                    int[] sumArray = makeArray();
                    System.out.println("Sum of numbers equals: " + findSum(sumArray, sumArray.length-1)); //.length here gives the error
                }
            
                public static int[] makeArray()
                {
                    System.out.print("Enter the total number of integers you want to sum up: ");
                    Scanner keyboard = new Scanner(System.in);
                    int size = keyboard.nextInt();
                    int[] sumArray = new int[size];
                    System.out.println("Enter the numbers to add, one value at a time: ");
                    for(int i = 0; i < size; i++)
                    {
                        sumArray[i] = keyboard.nextInt();
                    }
                    return sumArray;
                }
            
                public static int findSum(int sumArray[], int i)
                {
                    if(i < 1)
                    {
                        return sumArray[i];
                    }
                    else
                    {
                        return sumArray[i] + findSum(sumArray, i-1);
                    }
                }
            }
            

            Source https://stackoverflow.com/questions/67152138

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

            Vulnerabilities

            No vulnerabilities reported

            Install SEAN

            This code requires PyTorch, python 3+ and Pyqt5. Please install dependencies by. This model requires a lot of memory and time to train. To speed up the training, we recommend using 4 V100 GPUs.

            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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