exposure | Learning infinite-resolution image processing | Machine Learning library

 by   yuanming-hu Python Version: slides License: MIT

kandi X-RAY | exposure Summary

kandi X-RAY | exposure Summary

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

Yuanming Hu1,2, Hao He1,2, Chenxi Xu1,3, Baoyuan Wang1, Stephen Lin1. 1Microsoft Research 2MIT CSAIL 3Peking University.
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            kandi-support Support

              exposure has a highly active ecosystem.
              It has 617 star(s) with 133 fork(s). There are 30 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 19 open issues and 33 have been closed. On average issues are closed in 9 days. There are no pull requests.
              It has a positive sentiment in the developer community.
              The latest version of exposure is slides

            kandi-Quality Quality

              exposure has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              exposure is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              exposure releases are available to install and integrate.
              exposure has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions, examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed exposure and discovered the below as its top functions. This is intended to give you an instant insight into exposure implemented functionality, and help decide if they suit your requirements.
            • Generate agent agent
            • Feature extraction
            • Sample from a pdf
            • Generate a mask
            • Train the model
            • Update the UI
            • Saves the current step
            • Move to next image
            • Preprocess the raw image
            • Creates a tab widget for tab widgets
            • Apply filter
            • Test for images
            • Download a file
            • Read image files
            • Run test
            • Evaluate GAN
            • Process a PNG file
            • Apply the transformation to an image
            • Generate the feed dictionary
            • Creates a canvas
            • Get the replay feed
            • Get a list of test batches for training
            • Generate a canvas
            • Move to the next stage
            • Visualize filter
            • Visualize the filter
            Get all kandi verified functions for this library.

            exposure Key Features

            No Key Features are available at this moment for exposure.

            exposure Examples and Code Snippets

            No Code Snippets are available at this moment for exposure.

            Community Discussions

            QUESTION

            Error 11903 when developing first gatsby project
            Asked 2022-Mar-21 at 06:34

            I am trying to set up my first Gatsby website. After running npm install -g gatsby-cli, I do gatsby new gatsby-starter-hello-world https://github.com/gatsbyjs/gatsby-starter-hello-world (just like the website https://www.gatsbyjs.com/starters/gatsbyjs/gatsby-starter-hello-world/ says) to download the hello world starter. When I run gatsby develop I see the following error

            ...

            ANSWER

            Answered 2022-Mar-21 at 06:34

            As has been commented in the comments section, the issue has been solved by moving the project folder outside the OneDrive directory.

            Because it's a synchronized cloud folder, as soon as you install/add/delete/update anything, it's being updated in the OneDrive cloud so the file/folder it's being used in the background and potentially unreachable. If at this time you try to develop the project (gatsby develop or gatsby build) and the file is being used, you won't be able to run it.

            I don't think it's a good practice to use a cloud folder because the amount of data synchronized (mainly because of the node_modules) it's something to care about (it's also ignored in the .gitignore for a reason) so moving it to any other folder outside the OneDrive directory should be enough to run your project because the rest of global dependencies, according to your logs, were successfully installed.

            Source https://stackoverflow.com/questions/71552122

            QUESTION

            Creating bar plot of multiple years in R
            Asked 2022-Mar-19 at 16:31

            I have a dataset with data for multiple years. I have taken each year and obtained the mean, which is shown below.

            ...

            ANSWER

            Answered 2022-Mar-19 at 16:31

            For operations such as this, the tidyverse set of packages comes in very handy. tidyverse also includes ggplot, which is a great library for creating visualizations. There are a lot of great resources for learning more about the tidyverse, such as this one.

            Here, I've named your data df. First, let's pivot the data into "long" format, in which each row contains one data value of interest, and then calculate the mean per year:

            Source https://stackoverflow.com/questions/71538637

            QUESTION

            Reading through list in Python to compare difference between values in list in loop
            Asked 2022-Mar-10 at 05:01

            I have a simple csv file like this:

            wavelength exposure 550 2 560 3 570 10 580 2 590 5 600 6

            I am trying to do a simple calculation between each item in the wavelength column and then eventually time.sleep for the related exposure time. The if loop for idx==0 seems to work well. But I cannot figure out how to better write the idx > 0: part. The calculation doesn't work well for the second items in the column. I can't figure out how to update the starting wavelength and subract it from the next item in the list. I want it to do 550-631.26 update currentwave to 550 then do 560-550 but in a loop so it automatically does 570-560 and so on

            ...

            ANSWER

            Answered 2022-Mar-10 at 05:01

            You place a list object into the variable currentwave in the last line of your code currentwave = [idx-1] which produces an error the next time you subtract the variable with a number. Quick fix is you replace that line with currentwave = wl.

            Actually, after looking at your code, you don't really need to break the loop down into idx==0 and idx >0, instead,

            Source https://stackoverflow.com/questions/71417428

            QUESTION

            Looping through column in dataframe and concatenating string based on specific condition in R
            Asked 2022-Feb-22 at 02:07

            The following df represents treatments that a single patient has received during the course of a study. They first received drug-v, followed by drug-w, followed by drug-x, and so on.

            ...

            ANSWER

            Answered 2022-Feb-22 at 02:07

            QUESTION

            Spring Boot Actuator empty response
            Asked 2021-Dec-10 at 13:18

            Spring Boot app with just below configuration for web security:

            ...

            ANSWER

            Answered 2021-Dec-09 at 23:06

            QUESTION

            calculate number of unique events and sum of time by each date
            Asked 2021-Dec-01 at 09:06

            I have a large dataset that looks like below.

            ...

            ANSWER

            Answered 2021-Dec-01 at 06:25

            QUESTION

            Spring boot 2.6 actuator info
            Asked 2021-Nov-26 at 14:27

            I am using actuator and in the application.properties file i have the following fields

            ...

            ANSWER

            Answered 2021-Nov-26 at 14:03

            I solved the problem, just add in the application.properties file

            Source https://stackoverflow.com/questions/70123650

            QUESTION

            Assign value of a column to variable in sql use jinja template language
            Asked 2021-Oct-29 at 08:39

            I have a sql file like this to transform a table has a column include a json string

            ...

            ANSWER

            Answered 2021-Oct-28 at 17:10

            You are very close! The thing to remember is that dbt and jinja is primarily for rendering text. Anything that isn't in curly brackets is just text strings.

            So in your first example, data and jsonData are a substring of the larger query (that is also a string). So they aren't variables that Jinja knows about, which explains the error message that they are Undefined

            Source https://stackoverflow.com/questions/69757031

            QUESTION

            Adding Logo to R plot dynamically
            Asked 2021-Oct-24 at 18:12
            library(dagitty)
            library(ggplot2)
            library(ggdag)
            
            get_jpg <- function(filename) {
              grid::rasterGrob(jpeg::readJPEG(filename), interpolate = TRUE)
                }
            logo <- get_jpg("logo.jpg")
            
            ex.1 <- dagitty("dag { 
            
            X <- A -> B <- C -> Y
            X <- B -> Y
            X -> W -> Y
            S-> T -> C
            }")
            
            exposures(ex.1) <- 'X'
            outcomes(ex.1) <- 'Y'
            
            tidy.1 <- ex.1 %>% 
              tidy_dagitty() %>%
              mutate(label = str_to_upper(name)) 
            
            
            ggdag(tidy.1 , text = FALSE, use_labels = "label") + theme_dag() +
              theme_light() +
              annotation_custom(logo, xmin = 6.5, xmax = 8.5, ymin = -5, ymax = -8.5) +
              coord_cartesian(clip = "off") +
              theme(plot.margin = unit(c(1, 1, 3, 1), "lines"))
            
            
            ...

            ANSWER

            Answered 2021-Oct-24 at 18:12

            One option to achieve your desired result would be to position the logo by setting the coordinates via rasterGrob instead of via annotation_cutom. Making use of the example code in the post you linked in my code below I put the R logo on the bottom right. As you can see from the two examples I added this works fine independently of the range of the data and will put the logo always on the same position:

            Source https://stackoverflow.com/questions/69698481

            QUESTION

            Parsing JSON request from COVID exposure website - Unable to print desired result
            Asked 2021-Sep-24 at 07:30

            I would like to create my own map which shows exposure sites. I'm sending a json request to an offical site and receiving an object that looks like this.

            Text output

            ...

            ANSWER

            Answered 2021-Sep-24 at 07:23

            Note that at top level there are only 3 keys.

            Source https://stackoverflow.com/questions/69310908

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

            Vulnerabilities

            No vulnerabilities reported

            Install exposure

            Requirements: python3 and tensorflow. Tested on Ubuntu 16.04 and Arch Linux. OS X may also work, though not tested.

            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 yuanming-hu/exposure

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            git@github.com:yuanming-hu/exposure.git

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