ASIS | Associatively Segmenting Instances and Semantics in Point Clouds, CVPR 2019 | Machine Learning library

 by   WXinlong Python Version: Current License: MIT

kandi X-RAY | ASIS Summary

kandi X-RAY | ASIS Summary

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

Associatively Segmenting Instances and Semantics in Point Clouds, CVPR 2019
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            kandi-support Support

              ASIS has a low active ecosystem.
              It has 242 star(s) with 64 fork(s). There are 3 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 15 open issues and 30 have been closed. On average issues are closed in 44 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of ASIS is current.

            kandi-Quality Quality

              ASIS has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              ASIS 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

              ASIS releases are not available. You will need to build from source code and install.
              ASIS 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.

            Top functions reviewed by kandi - BETA

            kandi has reviewed ASIS and discovered the below as its top functions. This is intended to give you an instant insight into ASIS implemented functionality, and help decide if they suit your requirements.
            • Train the model
            • Calculates the discriminative loss
            • Calculate discriminative loss
            • Compute discriminative loss
            • Convert angle axis to euler
            • Convert a matrix to Euler coordinates
            • Convert euler to angle
            • Convert Euler coordinates to Quaternion
            • A fully connected layer
            • Batch normalization function
            • Estimate the mean value for a given area
            • Convert labeled point label to object
            • Get the instance masks for each cluster
            • Saves instance masks for each cluster
            • Convert quaternion to euler
            • Collects the bounding box of the annotation files
            • Collects the bounding box of a text file
            • Gather points from pointnet
            • Convert bounding box labels to objroom
            • Sample from pointnet module
            • Convert bounding box labels to file
            • Transpose input tensor
            • Depth - wise convolution layer
            • 3d convolutional convolution layer
            • Computes discriminative loss
            • Collect point labels from annotation files
            Get all kandi verified functions for this library.

            ASIS Key Features

            No Key Features are available at this moment for ASIS.

            ASIS Examples and Code Snippets

            No Code Snippets are available at this moment for ASIS.

            Community Discussions

            QUESTION

            Putting tables automatically in tabs in Rmarkdown
            Asked 2022-Mar-31 at 19:06

            I want to put tables produced from a for() loop in different tabs automatically. I used the code below from similar code for plots

            but it doesn't work properly for tables. It creates the tabs but doesn't show the tables in them. Could anyone please correct my code?

            ...

            ANSWER

            Answered 2022-Mar-31 at 19:06

            You have to print your tables within the for loop:

            Source https://stackoverflow.com/questions/71697602

            QUESTION

            Producing a Word document using RMarkdown with programmatically-generated, interleaved, headers and graphs
            Asked 2022-Feb-28 at 19:11

            Background: Using Purrr to filter a dataset and plot a series of graphs using ggplot (in RMarkdown, for Shiny)

            Following the resolution of the previous question, above, I now have a .Rmd file that will produce a Word document with section headers, graphs, and a table of contents.

            The following problems remain:

            1. The section headers and graphs are not interleaved. What I currently have is:

            header1

            header2

            header3

            graph1

            graph2

            graph3

            How should my code be amended to produce:

            header1

            graph1

            header2

            graph2

            header3

            graph3

            instead?

            1. The word document includes numbers in square brackets, e.g. "[[1]]", "[[2]]", etc, which I believe get printed with the graphs. How can these be removed?

            2. For each graph I'd like a boilerplate sentence that includes a statement about the data, specifically the number of datapoints that lie outside the dotted lines +/- 2SD from the mean. I've tried adding it by including e.g.

            ...

            ANSWER

            Answered 2022-Feb-28 at 19:11

            Edit:

            Try myplot() %>% print(), perhaps. You need to actually send the plots to the output with ggplot2.

            Sorry for not seeing it earlier, this is the real crux: the reason that the plots came out last, and at all, was because they were the output of the map function so they were being stored by map and output as a group after all the processing.

            Original thoughts:

            I often interleave results in similar ways. I believe your issue may be related to not having enough "\n"s. When writing markdown normally you would leave a line open between paragraphs, so here the markdown you are generating programmatically must have "\n\n" to indicate the end of the current line and the open line below. That also applies after the plot and after the results.

            Source https://stackoverflow.com/questions/71278264

            QUESTION

            R: How do I reduce the ranges of genes into a single vector?
            Asked 2022-Feb-19 at 23:15

            I created var_nt dataframe by subsetting tx_df columns based on row variant - "J3", "J10", "J11", "J13". Then, I converted the var_nt dataframe to a GRanges object (varnt_grange) using the makeGRangesFromDataFrame function.

            Now, I want to write a for loop to collapse the varnt_grange into a single vector.

            ...

            ANSWER

            Answered 2022-Feb-19 at 23:15

            On each iteration, you are inadvertently rewriting over the same object, repeatedly. Instead, you can iterate over the values in gene.list$entrez using lapply

            Source https://stackoverflow.com/questions/71189445

            QUESTION

            Is it possible to debug an R Markdown chunk using "print()" to see certain variables on console?
            Asked 2022-Feb-19 at 19:19

            In R Markdown I'm getting the following error:

            ...

            ANSWER

            Answered 2022-Feb-19 at 19:19

            You can do it with message() if you set the chunk option not to include messages in the document. For example,

            Source https://stackoverflow.com/questions/71187667

            QUESTION

            Make centered LaTeX tabular table using knitr kable
            Asked 2022-Feb-16 at 22:19

            The knitr::kable with the latex format option produces a tabular environment. For example,

            ...

            ANSWER

            Answered 2022-Feb-15 at 20:20

            If you use \centering, you'll avoid the extra vertical spacing from the center environment:

            Source https://stackoverflow.com/questions/71125606

            QUESTION

            outputting flextables to .docx in for loop
            Asked 2022-Feb-14 at 21:16

            I am having trouble outputting formatted flextables to a word document using rmarkdown. I have a lot of tables that I need in word formatting that I am trying to output using a for loop, however they are don't appear when the code is knit. I've tried a number of combinations or using knit_print(), print(), and cat(). Can anyone advise solutions? Example code below.

            Dummy Data:

            ...

            ANSWER

            Answered 2022-Feb-14 at 21:16

            You need to use flextable_to_rmd().

            Source https://stackoverflow.com/questions/71116776

            QUESTION

            Output two questions from a loop in one page-r markdown
            Asked 2022-Jan-18 at 18:37

            I currently have a data frame that looks like

            ...

            ANSWER

            Answered 2022-Jan-18 at 18:37

            I had to remove spaces from your code, but this works. I commented out some of the vertical space. Because of the page size this automatically set two per page. (Although, I did add \newpage in R Markdown before the chunk so the title and all that wouldn't be on the same page as the forms.

            If you wanted to enforce the next page, you can use the if statement commented out at the end to add \\newpage to every other form. (It's checking to see if i is even or odd by looking for a modulo AKA remainder.)

            Source https://stackoverflow.com/questions/70743294

            QUESTION

            In driver$read(file_tex[idj]) : length of exsolution and solutionlist does not match
            Asked 2022-Jan-10 at 21:01

            i've got issues in the creating of an exam with the r-exams-package. It shows this error message:

            ...

            ANSWER

            Answered 2022-Jan-10 at 21:01

            In principle, your example looks fine but it is hard to tell for sure because some of the code markup is not preserved exactly here on StackOverflow.

            My guess is that there is a missing space or line break somewhere. This may have the effect that either the first or last item from the question or answer list is not recognized correctly. R/exams has been improved over the last versions (including the current devel version on R-Forge) to avoid such issues but apparently not enough for your original file.

            I have set up the file mc1.Rmd from your question (see below for the full R/Markdown code). And using this both

            Source https://stackoverflow.com/questions/70655403

            QUESTION

            Loop over grouped id column in Rmarkdown and render PDF
            Asked 2021-Dec-21 at 02:40

            I have 2 columns in a dataset: id and text

            Multiple texts exist for the same id. My goal is to generate multiple PDF files (one for each ID) by looping through the id numbers. However, I want each pdf to contain ALL the texts for that ID number (in a table format using knitr::kable())

            Here is a reproducible sample of the .Rmd file that I have:

            ...

            ANSWER

            Answered 2021-Dec-21 at 02:40

            I think seq_along(df_id_filtered) is not the correct choice here if you want to loop over all the ID's. df_id_filtered is dataframe and seq_along over it would iterate over the columns. Since you have 2 columns in your data it runs only for 2 ID's.

            You can instead try -

            Source https://stackoverflow.com/questions/70429853

            QUESTION

            Including space between two variables in a for loop r markdown (pdf output)
            Asked 2021-Dec-21 at 00:28

            I am trying to create some stimuli using R Markdown, and for each trial I intend to extract two values from two columns (L_Prob & R_Prob) in a data frame (D1) and to present them side by side. I intend to output the r markdown file into pdf. I also intend to include some spaces between the two values; however, I am having difficulty. My current code looks like below.

            ...

            ANSWER

            Answered 2021-Dec-20 at 00:41

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

            Vulnerabilities

            No vulnerabilities reported

            Install ASIS

            You can download it from GitHub.
            You can use ASIS 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

            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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