DSS | Deeply supervised salient object detection | Computer Vision library

 by   Andrew-Qibin Python Version: Current License: MIT

kandi X-RAY | DSS Summary

kandi X-RAY | DSS Summary

DSS is a Python library typically used in Artificial Intelligence, Computer Vision applications. DSS has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. However DSS build file is not available. You can download it from GitHub.

code for "Deeply supervised salient object detection with short connections" published in CVPR 2017
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            kandi-support Support

              DSS has a low active ecosystem.
              It has 226 star(s) with 78 fork(s). There are 10 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 9 open issues and 19 have been closed. On average issues are closed in 34 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of DSS is current.

            kandi-Quality Quality

              DSS has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              DSS 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

              DSS releases are not available. You will need to build from source code and install.
              DSS has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions are not available. Examples and code snippets are available.
              DSS saves you 40 person hours of effort in developing the same functionality from scratch.
              It has 107 lines of code, 9 functions and 2 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed DSS and discovered the below as its top functions. This is intended to give you an instant insight into DSS implemented functionality, and help decide if they suit your requirements.
            • Sets up the model .
            • load an image
            • Reshape the image
            • load label
            • Implements the interp_surgery .
            • Upsample filter .
            Get all kandi verified functions for this library.

            DSS Key Features

            No Key Features are available at this moment for DSS.

            DSS Examples and Code Snippets

            No Code Snippets are available at this moment for DSS.

            Community Discussions

            QUESTION

            postfix and openJDK 11: "No appropriate protocol (protocol is disabled or cipher suites are inappropriate)"
            Asked 2021-Jun-15 at 08:30

            I know there are some other questions (with answers) to this topic. But no of these was helpful for me.

            I have a postfix server (postfix 3.4.14 on debian 10) with following configuration (only the interesting section):

            ...

            ANSWER

            Answered 2021-Jun-15 at 08:30

            Here I'm wondering about the line [in s_client]
            New, TLSv1/SSLv3, Cipher is ECDHE-RSA-AES256-GCM-SHA384

            You're apparently using OpenSSL 1.0.2, where that's a basically useless relic. Back in the days when OpenSSL supported SSLv2 (mostly until 2010, although almost no one used it much after 2000), the ciphersuite values used for SSLv3 and up (including all TLS, but before 2014 OpenSSL didn't implement higher than TLS1.0) were structured differently than those used for SSLv2, so it was important to qualify the ciphersuite by the 'universe' it existed in. It has almost nothing to do with the protocol version actually used, which appears later in the session-param decode:

            Source https://stackoverflow.com/questions/67899129

            QUESTION

            How to convert ArrayList to multidimensional array String[][]?
            Asked 2021-Jun-12 at 03:20

            I have a collection of String[] values, for example:

            ...

            ANSWER

            Answered 2021-Jun-12 at 03:20

            What about this (this does not require Java 11 while toArray(String[][]::new) requires)

            Source https://stackoverflow.com/questions/66195088

            QUESTION

            Permission denied (publickey) when cloning Repo from Gitlab.com on my Rasperry Pi
            Asked 2021-Jun-09 at 05:07

            I'm trying to clone a repo from Gitlab.com via ssh. But I get this error all the time:

            ...

            ANSWER

            Answered 2021-Jun-09 at 05:07

            It depends on what you used for the $keyFile in your script.

            A default name should be part of the /home/pi/.ssh/id_xxx names considered during an SSH session.
            But a non-default name would need to be specified in an ~/.ssh/config: double-check if you have one.

            Also, in your script, to be sure, don't use ~/.ssh, but /home/$USER/.ssh consistently, to avoid any mistake when the shell substitutes ~.

            Source https://stackoverflow.com/questions/67894709

            QUESTION

            Export PDf while iterating over a set of values
            Asked 2021-Jun-07 at 13:48

            I'm fairly new to the world of aumating sheets with scripts and ma still firmly in the 'cobble other peoples code together' phase of writing scripts.

            I have a schedule in Google Sheets that display's different department overviews based on the contents of a cell ('B1'). I'm attempting to iterate a list of values through that cell and in each instance export the resulting sheet to pdf.

            So far I've got it working, my next hurdle is getting it to export the pdf in landscape rather than portrait. I can see implementations using url export but I'm not confident enough (read keep breaking everything) to implement that in to the script below.

            Any help greatly appreciated!

            ...

            ANSWER

            Answered 2021-Jun-07 at 13:48

            Your code looks a bit cryptic to me. I don't understand why do you need the arr array if you nowhere use it. Etc.

            But whatever. Suppose the code works fine and all you need is to save a PDF file with landscape orientation. In this case you need to replace these lines in your code:

            Source https://stackoverflow.com/questions/67866077

            QUESTION

            LTV enabling signatures in PDF
            Asked 2021-Jun-03 at 21:05

            As I understand there are two ways doing this by

            • adding DSS dictionary
            • embedding CRLs or OCSP responses in the signature at signing time

            The DSS way seems to work and Adobe recognizes the signature as LTV enabled. The second way would fit much more into our application so I still try to get it to work. I'm having issues adding the OCSP responses to the signature so I only try to add the certificates and the CRLs. Correct me if I'm wrong but as I understand, either the CRLs or the OCSP responses should be added to the signature. There is no need for both? I collect the signing certificate and its root certificate, also the TSA certificate and its root certificate. After that, I fetch all the CRLs. All this is added before the signing and the timestamp. Adding only the certificates and the CRLs doesn't seem to work because Adobe doesn't recognize the signature as LTV enabled. I don't really understand what I'm doing wrong so any help is appreciated!

            ...

            ANSWER

            Answered 2021-Jun-03 at 21:05

            What you're doing wrong is putting the CRLs into the CMS signature container element generally used for CRLs. In case of integrated PDF signatures, though, the situation is different; here CRLs are expected in a special signed attribute instead.

            Have a look at ISO 32000-1 where this attribute already is specified:

            The PKCS#7 object should contain the following:

            ...

            • Revocation information as an signed attribute (PDF 1.6): This attribute may include all the revocation information that is necessary to carry out revocation checks for the signer's certificate and its issuer certificates. Since revocation information is a signed attribute, it must be obtained before the computation of the digital signature. This means that the software used by the signer must be able to construct the certification path and the associated revocation information. If one of the elements cannot be obtained (e.g. no connection is possible), a signature with this attribute will not be possible.

            ...

            12.8.3.3.2 Revocation Information

            The adbe Revocation Information attribute:

            Source https://stackoverflow.com/questions/67821453

            QUESTION

            Getting "Oops, unhandled type 3 ('unimplemented')" while connecting SSH ipmi via Paramiko
            Asked 2021-May-28 at 09:25

            I have a problem connecting to the ipmi server via paramiko in this code:

            ...

            ANSWER

            Answered 2021-May-26 at 08:45

            Your server/device seems to require some dummy keyboard interactive authentication:

            Source https://stackoverflow.com/questions/67685977

            QUESTION

            ssh is using wrong key despite config and bypassing config
            Asked 2021-May-18 at 19:51

            When I try to connect to github using ssh I get the following:

            ...

            ANSWER

            Answered 2021-May-18 at 19:51

            TL;DR Your config file "github" entry should look like this:

            Source https://stackoverflow.com/questions/67591336

            QUESTION

            Using HTTP/2 with nginx Ingress on GKE
            Asked 2021-May-15 at 18:11

            We have configured a cluster on GKE and installed nginx-ingress. Using our ingress rule it works, but I can't make it work with HTTP/2. We set the data information on the ConfigMap but it will always fallback to http/1.1. This exact setup was running fine on DigitalOcean. Can anyone provide some guidance?

            Thanks

            Install Nginx-Ingress

            ...

            ANSWER

            Answered 2021-May-15 at 18:11
            EDIT

            After further reproduction I've noticed that in the question there is a miss-match between the NGINX Ingress controllers.

            There are 2 similarly named Ingress controllers:

            This are 2 separate products where the differences are explained here:

            Due to this Configmap key:

            • use-http2: "true"

            I've incorrectly assumed that we are talking about the nginx where in fact it was the nginx-inc (I've missed the link of $ helm repo add). This field is specific to the nginx and will not work with the nginx-inc.

            I've managed to find a way to enable the HTTP/2 support with the nginx-inc. Change:

            • from: use-http2: "true"
            • to: http2: "true"

            More explanation can be found here:

            Below part is more of a general approach to the support of HTTP/2 on GKE with Ingress.

            A side note!

            Even without the tls part in the YAML manifest it's possible to use HTTPS due to the Fake Ingress Controller certificate

            As pointed in the following github issue:

            aledbf commented on 28 Mar 2019

            NGINX does not support HTTP/1.x and HTTP/2 at the same time on a cleartext (non-TLS) port. That's the reason why it works only when HTTPS is used.

            -- Github.com: Kubernetes: Ingress nginx: Issue: HTTP2 support

            As stated to enable HTTP/2 you will need to have the tls part (certificate) configured in your Ingress resource.

            Here you can find the documentation to help you with the process:

            I've used your setup on the GKE version 1.20.5-gke.2000 (the Helm part) and here is what I found.

            Querying the external IP of your Ingress controller with HTTP request will allow you to use HTTP/1.1.

            After I've configured the certificate to use with the Ingress resource (and domain name), I could get the response stating that I'm using HTTP/2:

            You can check it with various measures like cURL or online HTTP/2 test sites:

            • curl -v -k https://DOMAIN.NAME

            Source https://stackoverflow.com/questions/67471377

            QUESTION

            paramiko error: Authentication (publickey) failed
            Asked 2021-May-13 at 20:16

            I'm using paramiko to connect to a Bluehost server, where I eventually want to upload some files. I generated a keypair on the Bluehost SSH page, authorized the public key, downloaded the private key, and stored the private key in the same folder as my python file.

            Bluehost has FTP accounts, and they specify to use an FTP account for SSH/SFTP, which is what I did here.

            My code:

            ...

            ANSWER

            Answered 2021-May-13 at 20:16

            So the issue was I was using the wrong username, but it was still throwing a key authentication error.

            Per @martin-prikryl's request, I attempted to connect using PuTTY, and found a nice tutorial specifically using PuTTY to SSH into Bluehost.

            I had first written a script for FTP, and that used the Bluehost FTP account you can specifically create on their site. When I decided to write my SSH script, I used the same username. Alas, but for SSH, Bluehost wants the main login's username, NOT the FTP account one.

            But it still recognizes the username on some level, but then the key is not linked to it, thus the key authentication error.

            So I used PuTTy with the main username and that worked fine.

            I then updated my script (credit to this stackoverflow post)

            My new script that uploads an entire dir to bluehost using SSH:

            Source https://stackoverflow.com/questions/67493927

            QUESTION

            How can I solve the Permission Denied (Public Key) error?
            Asked 2021-May-10 at 00:57

            I am on the process of cloning the ghost open blog cms, theres an option to run a vps through digital ocean. Choosing this method the droplet is created. Next step is to login as root@XXXXX

            While doing so I got the dreaded Permission denied (public key). I re-created the ssh keys and updated in digital ocean but that didn't solve the issue.

            While running ssh -v root@xxxx command the output was as follows:

            ...

            ANSWER

            Answered 2021-May-10 at 00:57

            I have been able to solve this and will explain how.

            My issue was my password was not being accepted even after resetting the password in the droplet.

            "Password not accepted in the console" info can be found here https://docs.digitalocean.com/products/droplets/resources/troubleshooting-ssh/authentication/

            I followed the Boot into the Recovery process linked here: https://docs.digitalocean.com/products/droplets/resources/recovery-iso/#boot-into-the-recovery-iso

            • Power down or stop droplet
            • Select boot from recovery ISO
            • Turned on the droplet again
            • clicked the console

            At this stage I was present with a list of options.

            1. Mount your Disk Image [Not Mounted]
            2. Check Filesystem
            3. Reset Droplet Root Password
            4. Configure Keyboard
            5. Attempt to 'chroot' into installed system
            6. Interactive Shell [/bin/bash] Choose (1-6) and press Enter to continue.
            • I selected option 1, then 3, followed by 6.

            • After this I powered off the droplet and selected boot from hard drive.

            • Accessing the console I was able to login and enter the password which was accepted and the ghost install began and completed successfully.

            I hope this helps anyone who is experiencing the same issue.

            Source https://stackoverflow.com/questions/67454163

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

            Vulnerabilities

            No vulnerabilities reported

            Install DSS

            You can download it from GitHub.
            You can use DSS like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

            Support

            We add the resnet version of our model into this repo. Also, a larger set of training data can be found in the lists dir. ResNet version caffemodel can be found here (google drive).
            Find more information at:

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            CLONE
          • HTTPS

            https://github.com/Andrew-Qibin/DSS.git

          • CLI

            gh repo clone Andrew-Qibin/DSS

          • sshUrl

            git@github.com:Andrew-Qibin/DSS.git

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