DPT | Dense Prediction Transformers | Natural Language Processing library

 by   intel-isl Python Version: 1_0 License: MIT

kandi X-RAY | DPT Summary

kandi X-RAY | DPT Summary

DPT is a Python library typically used in Artificial Intelligence, Natural Language Processing, Bert, Neural Network, Transformer applications. DPT has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.

Dense Prediction Transformers
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            kandi-support Support

              DPT has a low active ecosystem.
              It has 601 star(s) with 67 fork(s). There are 30 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 6 open issues and 25 have been closed. On average issues are closed in 12 days. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of DPT is 1_0

            kandi-Quality Quality

              DPT has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              DPT 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

              DPT releases are available to install and integrate.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.
              It has 1294 lines of code, 64 functions and 10 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

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            DPT Key Features

            No Key Features are available at this moment for DPT.

            DPT Examples and Code Snippets

            No Code Snippets are available at this moment for DPT.

            Community Discussions

            QUESTION

            Create Unique ID for Groups of Records
            Asked 2022-Mar-11 at 17:57

            I spent a good amount of time searching for a solution on here and google but came up empty. I thought dense_rank() might work but I can't get it to do what I'm needing. I'm using SSMS 18. What I'm trying to do is assign a unique ID to groups of records that I have partitioned with row_number().

            The data looks like this:

            RN Client_ID Date 1 xxxx 2022-08-23 2 xxxx 2022-08-23 3 xxxx 2022-08-23 1 xxxx 2022-08-25 2 xxxx 2022-08-25 1 yyyy 2022-06-10 2 yyyy 2022-06-10 1 gggg 2021-05-06 2 gggg 2021-05-06 3 gggg 2021-05-06 4 gggg 2021-05-06

            So each group of records now needs to have a unique ID attributed to them. So it would look something like this:

            UnqID RN Client_ID Date 0001 1 xxxx 2022-08-23 0001 2 xxxx 2022-08-23 0001 3 xxxx 2022-08-23 0002 1 xxxx 2022-08-25 0002 2 xxxx 2022-08-25 0003 1 yyyy 2022-06-10 0003 2 yyyy 2022-06-10 0004 1 gggg 2021-05-06 0004 2 gggg 2021-05-06 0004 3 gggg 2021-05-06 0004 4 gggg 2021-05-06

            Thanks in advance for any help on this.

            ...

            ANSWER

            Answered 2022-Mar-11 at 17:57

            try using a common table entry cte and groupby

            Source https://stackoverflow.com/questions/71442551

            QUESTION

            Open docker port running on host network to outside traffic
            Asked 2022-Feb-15 at 16:20

            How do I get my docker container running gunicorn / FastAPI server to respond to outside traffic?

            This is how my container runs

            ...

            ANSWER

            Answered 2022-Feb-15 at 06:31

            Listening at: http://127.0.0.1:8000

            means that gunicorn listening localhost of docker container. Container's localhost is not accessible from external network. You should set 0.0.0.0:8000 to be able access from outside.

            Yes, you tried to set

            Source https://stackoverflow.com/questions/71121796

            QUESTION

            Logfile reformatting with regex
            Asked 2022-Feb-07 at 05:29

            I'm using grep to filter certain lines from a log file and present them to my conky config. The log file is /var/log/messages. The entries pertain to UFW block events.

            The trouble is that I only care about certain strings of each line. I can grep the only the UFW blocks, but the line is too long to fit in conky. Even if conky were not part of the equation, learning to only show pieces of a log line would benefit me in future.

            I have got somewhere by using the following:

            grep -Ewoh '(IN=([a-z]){4,})|((DST|SRC)=(([0-9]){1,3}\.){3,}([0-9]){1,3})|(PROTO=[a-z]{2,6})|((SPT|DPT)=[0-9]{1,5})' /var/log/messages

            This ugly-looking regex is filtering for entries (like) this:

            ...

            ANSWER

            Answered 2022-Feb-07 at 05:29

            If I understand correctly, instead of the list provided by grep -o, you want to remove non matching strings, and print only matching strings, in place. Ie. in the lines and order they appear.

            Using gawk's FPAT:

            Source https://stackoverflow.com/questions/71012617

            QUESTION

            Sentry Logging Error, what's wrong with my config and how can I get more detailed errors from sentry? (Possibly Docker related?)
            Asked 2022-Jan-26 at 05:52

            I recently have been working with Sentry, and I have been having some issues with it.

            After many hours of frustration getting it to work, I enabled debug mode to see the output. This is what happens every time:

            I have followed the docs step by step on integrating this. I have a file to initialize the logging, and then my index file. Here is my logging initialization file:

            ...

            ANSWER

            Answered 2022-Jan-25 at 14:21
            1. Is DSN An array, or a String? It should be a String according to the Sentry docs.

            2. An error which mentions 0.0.0.0 is frequently DNS related. Have you checked the DNS configuration for your docker? Is there a hosts file? A possible cause could be something intercepting the DNS requests and returning 0.0.0.0.

            Source https://stackoverflow.com/questions/70807401

            QUESTION

            Cut delimiters in bash
            Asked 2021-Dec-27 at 16:22

            I'm trying to collect information from a log file. Currently I want to find the most popular ip sources, specificaly the top 10 package senders. My log file looks like this:

            ...

            ANSWER

            Answered 2021-Dec-27 at 14:41

            With the information you provided, it's hard to guess what exactly would constitute an acceptable solution. A simple fix for what you describe would be to skip any line which contains "Legal Broadcast".

            However, these long sequences are almost always better refactored into a single Awk script anyway.

            Source https://stackoverflow.com/questions/70496070

            QUESTION

            how to group repeating dates in index of dataframe in single date without making any change to dataframe values?
            Asked 2021-Dec-21 at 20:00

            i generated timestemp index with 3 hours frequency and assigned it to dataframe that contained forecasted data of weather for next 10 days with 3 hours interval. due to 3 hours frequency date is repeating in index against each value but i want to make group of each date and its respective data i have tried groupby, but it entirely changed my dataframe values. is there any solution for this problem ?

            ...

            ANSWER

            Answered 2021-Dec-21 at 20:00

            Pandas dataframe is a table structure, so only place you can merge some columns is index. merge in quotes, because it is visualized like "merged" by pandas.

            I simplified your sample data to show how it will be visualized.

            Source https://stackoverflow.com/questions/70440632

            QUESTION

            How can I generate a set of HTML list items from \n newline separated string using php?
            Asked 2021-Dec-13 at 21:44

            How can I generate a set of HTML list items from \n newline separated string using php?

            I'm using the Google Sheet PHP API with a foreach loop

            ...

            ANSWER

            Answered 2021-Dec-12 at 23:29

            Because your cell values use \n as a delimiter, first use the explode function to explode the cell value from a string to an array. Then, take the first item of this array to add as the header.

            The first parameter of the implode function can be used for a separator. You can pass all but the first entry of your array into this function using the array_slice function. If you want your array items to display as an unordered list, you can use "

          • " as your separator. To skip empty list items you can use str_replace to replace all instances of "
          • ".

            Source https://stackoverflow.com/questions/70328335

            QUESTION

            Django: I want to create a self-generated code based on previous records and a sequential number
            Asked 2021-Oct-28 at 16:28

            I'm a coding noob and I'm writing a website in Django for Project and task management, and I want to generate a project code field in a 'Project' model automatically based on previous records.

            The project code field should look like this: DDD-YY-SS, where DDD is department code, YY is 2-digit year number and SS the sequence number.

            I'm trying to include the code generator in a custom save method like this:

            ...

            ANSWER

            Answered 2021-Oct-28 at 16:28

            Finally I found a way of doing this by checking previous records and also preventing the "Project Code" (or "serial number") to update itself when modifying record data.

            Source https://stackoverflow.com/questions/69365764

            QUESTION

            parent key not found ORA-06512: at "SYS.DBMS_SQL"
            Asked 2021-Oct-27 at 18:02

            Can't figure out the problem, and will appreciate the help. There was no problem while defining the tables and alterations. For some reason it can't figure out the parent key reference in another table/ in the same table. What could be the possible solution for such problems?

            Problem is caused by the EMP table constraint.

            ...

            ANSWER

            Answered 2021-Oct-27 at 18:02

            You must insert the records in the EMP table in the order of the hierarchy, e.g. first the manager, than the employee

            Your first insert of the employee 100 complains that the manager with EMPNO 111 does not exists...

            Source https://stackoverflow.com/questions/69743415

            QUESTION

            Possible solution for ''constraint specification not allowed here'' in Oracle live
            Asked 2021-Oct-24 at 09:09

            I don't know what is causing this problem. Can anybody help me find it out? Also Oracle live doesn't specify which line is causing the problem.

            ...

            ANSWER

            Answered 2021-Oct-24 at 09:09

            A default value is not a constraint, so for example

            Source https://stackoverflow.com/questions/69695184

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

            Vulnerabilities

            No vulnerabilities reported

            Install DPT

            Download the model weights and place them in the weights folder:
            dpt_hybrid-midas-501f0c75.pt, Mirror
            dpt_large-midas-2f21e586.pt, Mirror
            dpt_hybrid-ade20k-53898607.pt, Mirror
            dpt_large-ade20k-b12dca68.pt, Mirror
            Set up dependencies: pip install torch torchvision opencv-python timm The code was tested with Python 3.7, PyTorch 1.8.0, OpenCV 4.5.1, and timm 0.4.5

            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 intel-isl/DPT

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            git@github.com:intel-isl/DPT.git

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