SPG | produced Guidance for Weakly-supervised Object Localization | Internationalization library
kandi X-RAY | SPG Summary
kandi X-RAY | SPG Summary
(ECCV2018) Self-produced Guidance for Weakly-supervised Object Localization
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Top functions reviewed by kandi - BETA
- Forward a convolution layer
- Compute the atten map
- Normalize atten_maps
- Inference function
- Calculate the indices of the IOU curve
- Convert a tensor
- Argument parser
- Adjusts the gamma of an image
- Return whether the given image is a PIL Image
- Saves an erased image
- Add heatmap to img
- Calculate loss for logits
- Mark a heatmap image
- Gets the mask for the given image
- Mark background pixels as background
- Saves the atten map to the given image
- Calculate the norm of the attention map
- Create an Inception3 model
- Loads an inception3 model
- Save scores to file
- Calculate the localization map
- Generate a histogram from pred and gt
- Deprecated
- Resize a PIL Image
- Returns the heatmap for the given label
SPG Key Features
SPG Examples and Code Snippets
Community Discussions
Trending Discussions on SPG
QUESTION
I'm trying to use optimx for a constrained nonlinear problem, but I just can't find an example online that I can adjust (I'm not an R programmer). I found that I should be using the below to test a few algorithms
...ANSWER
Answered 2022-Feb-13 at 18:481) We can incorporate the constraints within the objective function by returning a large number if any constraint is violated.
For most methods (but not Nelder Mead) the requirement is that the objective function be continuous and differentiable and requires a starting value in the interior of the feasible region, not the boundary. These requirements are not satisfied for f below but we will try it anyways.
QUESTION
I've been working on python to make a program which need to handle complex problem from list of dict. The thing is I need to transform this data into dictionary and sort it. The input for this function is come from trees. The code I share here is working, but takes a long time to run. In here I wanna ask is there any idea to make this function run more faster in python? I use python 3.7.3 if you ask. The reason I wanna improve this code is because when I tried to make input data for this function need around 3-4 hours, but to run this function need time around 21-22 hours (this really shock me).
here is the structure of data that I input on below:
...ANSWER
Answered 2022-Feb-08 at 00:52Without having the full code to test outputs this is harder to do, but it seems that there are some redundant processes that you are adding elements to a list of lists only to flatten that list and add that to a dictionary as a set. You can increase some of the speed and memory by removing that and instead just adding it to the dictionary right away.
There are some other tweaks that can be done such as using f-strings instead of string concatenation, using list comprehension, and removing having to do the same math in the loop (time_range * gamma) and instead just reference it by memory.
But these are all minor tweaks compared to your step one process which looks to be the largest time sink (approx N^4 in time complexity). I am unsure if it is larger as I don't see the functions that you use inside that for loop, but tweaking that to reduce the number of calculations would provide the largest benefit to time savings.
QUESTION
I want to add value values from dictionary to list with for loop. However, I couldn't. I will be glad if you help. thanks
The operations I want to do; I want to append Key: mb Value: 3, named 3 to Number_of_Matches list. I want to append Key: edh Value: 02:00, 02:00 to the list named Hour with append. Key: ede Value: Thursday, January 20th, I want to append the data named Date to the list named Date.
...ANSWER
Answered 2022-Jan-19 at 23:10Instead of printing, use dict.get method to get the values of the keys you want and append to the relevant lists:
QUESTION
Hi I am currently trying to create a platformer and I tried creating a camera system for it. But after many tries I still cannot find a good way to do it even after having tried everything I saw online. I would really like the camera to work a bit like this animation I found here Any advices on how I should approach this?
...ANSWER
Answered 2021-Dec-10 at 00:33In basic camera system you keep player in center. So camera depends on player position and screen size
QUESTION
Hei, can someone help me? I've tried to delete one of the row and the error below came out when I have already declare the button.
Uncaught ReferenceError: deleted1 is not defined at HTMLButtonElement.onclick
Is it because of the script type is module? Can someone please help me?
Here is my code:
HTML
...ANSWER
Answered 2021-Nov-06 at 15:25I don't know if this is actually correct for this situation having no experience of Firebase but the deleted1 function should only be declared a single time with new values passed in at runtime. As there seems to be a reliance upon a variable doc within the function body and as that is declared within the querySnapshot.forEach((doc) => { construct one means to supply that to the function is as an argument - the name is not dependent on the name of the actual variable passed in so I called it obj. The inline event handler that you had initially can likely be replaced with an external event listener applied after all the HTML has been append to the document.
QUESTION
I have downloaded the street abbreviations from USPS. Here is the data:
...ANSWER
Answered 2021-Nov-03 at 10:26Here is the benchmarking for the existing to OP's question (borrow test data from @Marek Fiołka but with n <- 10000)
QUESTION
I wrote a Python program which I want to parallelize using multiprocessing.Pool when calling the program (MyProgram.__call__()). The expected output is a list of dictionaries (dicts) with the same length as the input list images. However, when I test it with input with length 60 using multiprocessing.Pool of 20 cpus, I got an output with only length 41.
Below is my code:
...ANSWER
Answered 2021-Oct-20 at 16:54Try changing call to be:
QUESTION
I am having trouble thinking of the correct logic on how to go about this. I have a function that accepts two types of switches:
-Add-Remove
ANSWER
Answered 2021-Sep-02 at 15:41Use Parameter Sets instead:
QUESTION
I have extracted data at points (lat& lon) at irregular interval. Can a irregular grid be created from the extract dataframe? I do not intend to interpolate the data and keep as it is. I am getting an error trying to create a gridded dataset-
...ANSWER
Answered 2021-Aug-01 at 20:17We could round the values
QUESTION
I have some data from an experiment to analyse with R but I have a problem and after days of search I can't find a solution.
I need to run multiple permutation t-tests and Mann-Whitney tests on my data grouped for different variables.
For examples, I have to say if there are differences in my response variable (exparat) between treatments (treat) on each experimental day (t).
This is how my dataset looks like:
...ANSWER
Answered 2021-May-26 at 02:50Consider by for subsetting data, processing each subset, and then do.call + rbind to stack subsets:
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You can use SPG 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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