planit | Public code release for our SIGGRAPH 2019 paper | Machine Learning library

 by   brownvc Python Version: Current License: Non-SPDX

kandi X-RAY | planit Summary

kandi X-RAY | planit Summary

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

PyTorch code for our SIGGRAPH Paper PlanIT: Planning and Instantiating Indoor Scenes with Relation Graph and Spatial Prior Networks. The code is provided as is, we could not run any further tests to ensure that it is working since we no longer have access to the dataset we used in the paper. We cannot provide anything derived from the dataset, including the pre-trained models, as well as several metadata files that our code rely on. We will update this in the event that this situation changes in the future. In the meanwhile, we are willing to answer questions for those we wish to adapt this to a different dataset. The data process pipeline is similar to our work from SIGGRAPH 2018, please refer to the repo for that paper for details. The image-based instantiation pipeline is mostly adapted from our work from CVPR 2019, please refer to the repo for that paper for details. /scene-synth/data/graph.py contains the code used for graph extraction and data-driven graph pruning. /scene-synth/models/graph.py contains the code for the graph generative model. /scene-synth/loc.py contains the conditional location sampler. /scene-synth/graph-synth.py contains the main pipeline for scene synthesis. Apologies again for being unable to provide more details for running the code.
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            kandi-support Support

              planit has a low active ecosystem.
              It has 73 star(s) with 13 fork(s). There are 12 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 2 open issues and 7 have been closed. On average issues are closed in 15 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of planit is current.

            kandi-Quality Quality

              planit has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              planit 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

              planit releases are not available. You will need to build from source code and install.
              planit has no build file. You will be need to create the build yourself to build the component from source.
              planit saves you 6213 person hours of effort in developing the same functionality from scratch.
              It has 12943 lines of code, 945 functions and 43 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed planit and discovered the below as its top functions. This is intended to give you an instant insight into planit implemented functionality, and help decide if they suit your requirements.
            • Sample from the given graph
            • Helper function for debugging
            • Print the probability of a new node
            • Print current state
            • Post - process relationship graph
            • Gather statistics for each category
            • Determine if an edge is keep_vs
            • Convert a coarse cat to a final category
            • Render a scene
            • Gets the filter
            • Get bounding boxes for a given room
            • Render a single slide
            • Render a room
            • Performs a single step
            • Compute derived attributes
            • Render an OOBF image
            • Renders a 2D image
            • Learn from data folder
            • Train the model
            • Create a dataset
            • Get the composite layer
            • Calculate the log probability for each pair of observations
            • Load observations from files
            • Run filters
            • Sample placement for a given node
            • Connect and connect to server
            • Forward X transformed image
            Get all kandi verified functions for this library.

            planit Key Features

            No Key Features are available at this moment for planit.

            planit Examples and Code Snippets

            No Code Snippets are available at this moment for planit.

            Community Discussions

            QUESTION

            Swift, Accessing data for a table view
            Asked 2018-Jul-12 at 20:18

            So, I load my firebase node, and then append the data into an array to use in a table view, but for some reason i cannot access the data inside of planitTitles, unless i am within this closure. Please, any workaround ? I feel like i have achieved this before. Thanks

            ...

            ANSWER

            Answered 2018-Jul-12 at 20:18

            You need to reload the table after the for loop

            Source https://stackoverflow.com/questions/51313565

            QUESTION

            Reading Firebase child by auto ID swift
            Asked 2018-Jun-12 at 17:43

            This is a quick output of my Firebase tree, id like to access people_on_this_planit / userID node. My only issue is that node is within an auto ID; please any help would be appreciated. Thanks

            ...

            ANSWER

            Answered 2018-Jun-12 at 17:43

            Here's the code to read the Firebase structure proposed in the question

            Source https://stackoverflow.com/questions/50810791

            QUESTION

            Updating child value to Firebase iOS and referencing auto ID in other nodes
            Asked 2018-Jun-10 at 01:41

            I have this structure in mind to write data to Firebase server. However i am having complications in the actual code to write the structure this way.

            The part i am confused on is getting the autoID (-LETR-XJvQsZCOpG-T1N) as a reference for all_images and all_plan_deatils nodes. I cannot figure out the best way to write this code out. Any suggestions would greatly help. Thank you in advance

            ...

            ANSWER

            Answered 2018-Jun-10 at 01:41

            If I understand it correctly you want to create new key for a new plan, and then store information in other nodes with the same key. If that is the case, it'd look like this:

            Source https://stackoverflow.com/questions/50778586

            QUESTION

            Sending data to Firebase as an array is giving me bugs
            Asked 2018-Jun-08 at 20:15

            As of now, my data base is structured like this - which works for me. But here is the mishap i am having - These two nodes separated by auto ID's are actually the same post.

            If you see the previous was my DB was structured (using an array), you will see that each post could have multiple images, dates and plans. which worked well, but gave me nightmares when trying to access indices and such. So i switched to this more advisable way. But now i am having issues grouping the posts together. For instance, these two below should be apart of the exact same post.

            How would i be able to assure that when i read data from my DB - i group each auto ID node together with their appropriate posts? ie: These two nodes are actually the same post - as you can tell by them each having the same title.

            ...

            ANSWER

            Answered 2018-Jun-08 at 20:15

            I think I understand the question and there are a few ways to go about it.

            1) Group within the post

            Source https://stackoverflow.com/questions/50611089

            QUESTION

            More details from crash log Xamarin.iOS
            Asked 2017-Sep-05 at 08:52

            One my test flight users is experiencing a crash everytime they load the app. I have been unable to reproduce this on my test device or simulators.

            I have the crash report and believe I have symbolicated it fully, following this blog.

            However I can't map the error back to my code:

            ...

            ANSWER

            Answered 2017-Sep-05 at 08:52

            The way we keep track of exceptions that are crashing the applications we've asked our testers to look through is by hooking into the global exception handler for iOS, and to use a class we wrote to record the information to IO.

            Class:

            Source https://stackoverflow.com/questions/46049526

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

            Vulnerabilities

            No vulnerabilities reported

            Install planit

            You can download it from GitHub.
            You can use planit 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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