planit | Public code release for our SIGGRAPH 2019 paper | Machine Learning library
kandi X-RAY | planit Summary
kandi X-RAY | planit Summary
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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Top functions reviewed by kandi - BETA
- 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
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Trending Discussions on planit
QUESTION
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 20:18You need to reload the table after the for loop
QUESTION
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 17:43Here's the code to read the Firebase structure proposed in the question
QUESTION
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 01:41If 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:
QUESTION
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 20:15I think I understand the question and there are a few ways to go about it.
1) Group within the post
QUESTION
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 08:52The 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.
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Install planit
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.
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