MIRNet | ECCV 2020 ] Learning Enriched Features | Computer Vision library

 by   swz30 Python Version: Current License: Non-SPDX

kandi X-RAY | MIRNet Summary

kandi X-RAY | MIRNet Summary

MIRNet is a Python library typically used in Artificial Intelligence, Computer Vision, Deep Learning, Pytorch, Tensorflow applications. MIRNet has no bugs, it has no vulnerabilities and it has low support. However MIRNet build file is not available and it has a Non-SPDX License. You can download it from GitHub.

Official repository for "Learning Enriched Features for Real Image Restoration and Enhancement" (ECCV 2020). SOTA results for image denoising, super-resolution, and image enhancement.
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              MIRNet has a low active ecosystem.
              It has 543 star(s) with 84 fork(s). There are 13 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 16 open issues and 21 have been closed. On average issues are closed in 20 days. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of MIRNet is current.

            kandi-Quality Quality

              MIRNet has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              MIRNet 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

              MIRNet releases are not available. You will need to build from source code and install.
              MIRNet 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.
              MIRNet saves you 508 person hours of effort in developing the same functionality from scratch.
              It has 1189 lines of code, 101 functions and 22 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed MIRNet and discovered the below as its top functions. This is intended to give you an instant insight into MIRNet implemented functionality, and help decide if they suit your requirements.
            • Forward pass through the grid
            • Select the last k - up in the tensor
            • Select a tensor by j
            • Forward loss function
            • Return the size of a tensor
            • Create directories
            • Create a directory
            • Calculate the PSNR for two images
            • Calculates the normalized PSNR
            • Performs an optimization step
            • Step through the optimizer
            • Augment the image
            • Gets the learning rate
            • Bundle submission
            • Get training data
            • Get validation data
            • Get test data
            • Return a test data loader
            Get all kandi verified functions for this library.

            MIRNet Key Features

            No Key Features are available at this moment for MIRNet.

            MIRNet Examples and Code Snippets

            No Code Snippets are available at this moment for MIRNet.

            Community Discussions

            QUESTION

            Fill a table or list of values in textarea in website using Splinter
            Asked 2019-Jun-06 at 17:09

            I am trying to write a script to automate the search for multiple entries. Here is the input:

            :

            : Website adddress is https://www.mirnet.ca/miRNet/faces/upload/MirUploadView.xhtml Screenshot How can I fill mirna-1,.... into miRNA list box. I have made the following attempts but failed:

            gecko = os.path.normpath('~/geckodriver') nirnet_Results = []

            browser = Browser(executable_path=gecko)

            browser.visit('https://www.mirnet.ca/miRNet/faces/home.xhtml')

            # click miRNA_list

            xpath = '//*[@id="j_idt39:j_idt55"]'

            browser.find_by_xpath(xpath).click()

            time.sleep(1)

            #Select Human

            xpath = '//*[@id="form:j_idt34"]/div[3]/span'

            browser.find_by_xpath(xpath).click()

            time.sleep(1)

            xpath = '//*[@id="form:j_idt34_1"]'

            browser.find_by_xpath(xpath).click()

            time.sleep(1)

            # select miRBase ID type

            xpath = '//*[@id="form:j_idt38"]/div[3]/span'

            browser.find_by_xpath(xpath).click()

            time.sleep(1)

            xpath = '//*[@id="form:j_idt38_1"]'

            browser.find_by_xpath(xpath).click()

            time.sleep(1)

            # select Tissue type

            xpath = '//*[@id="form:sourceOpt"]/div[3]/span'

            browser.find_by_xpath(xpath).click()

            time.sleep(1)

            xpath = '//*[@id="form:sourceOpt_1"]'

            browser.find_by_xpath(xpath).click()

            time.sleep(1)

            # select target type

            xpath = '//*[@id="form:targetOpts"]/div[3]/span'

            browser.find_by_xpath(xpath).click()

            time.sleep(1)

            xpath = '//*[@id="form:targetOpts_1"]'

            browser.find_by_xpath(xpath).click()

            time.sleep(1)

            # Fill miRNA list

            xpath = '//*[@id="form:listData"]'

            browser.find_by_xpath(xpath).click()

            time.sleep(1)

            for mir in known_mir:

            ...

            ANSWER

            Answered 2019-Jun-06 at 17:09

            Although I would recommend selenium for something like this, it seems you want to stick with splinter. The following fix using splinter. When reproducing this issue, each time browser.fill() is run it replaces the text already written. Since you didn't include what known_mir was in your code, I am assuming it is a list (correct me if I'm wrong). I tried combining what you wanted to put into the form and it worked.

            Replace:

            Source https://stackoverflow.com/questions/56374057

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

            Vulnerabilities

            No vulnerabilities reported

            Install MIRNet

            The model is built in PyTorch 1.1.0 and tested on Ubuntu 16.04 environment (Python3.7, CUDA9.0, cuDNN7.5). For installing, follow these intructions.

            Support

            Should you have any question, please contact waqas.zamir@inceptioniai.org.
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            gh repo clone swz30/MIRNet

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