DrillDown | NeurIPS 2019 ] Drill-down : Interactive Retrieval | Natural Language Processing library
kandi X-RAY | DrillDown Summary
kandi X-RAY | DrillDown Summary
This paper explores the task of interactive image retrieval using natural language queries, where a user progressively provides input queries to refine a set of retrieval results. Moreover, our work explores this problem in the context of complex image scenes containing multiple objects. We propose Drill-down, an effective framework for encoding multiple queries with an efficient compact state representation that significantly extends current methods for single-round image retrieval. We show that using multiple rounds of natural language queries as input can be surprisingly effective to find arbitrarily specific images of complex scenes. Furthermore, we find that existing image datasets with textual captions can provide a surprisingly effective form of weak supervision for this task. We compare our method with existing sequential encoding and embedding networks, demonstrating superior performance on two proposed benchmarks: automatic image retrieval on a simulated scenario that uses region captions as queries, and interactive image retrieval using real queries from human evaluators.
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Top functions reviewed by kandi - BETA
- Perform forward computation
- Perform rollout search
- Computes the similarity between two channels
- Compute pairwise similarity
- Example step
- Compute rank of each query
- Paint a box
- L2 norm
- Forward computation
- Main region
- Creates a squared image
- Main function
- Parse an image
- Get scene graphs
- Compute logits
- Load scensb
- Get a list of all QA objects for a given type
- Retrieve all QAs from API
- Dump image features
- Helper function to create a squared image
- Get the QA data for an image
- Return a list of all the region descriptions for each image
- Returns a list of QAs from the data directory
- This function creates a HTML image reference
- Perform forward transformation on region_cls
- Convert boxes to xy coordinates
- Returns the region of the given image
DrillDown Key Features
DrillDown Examples and Code Snippets
Community Discussions
Trending Discussions on DrillDown
QUESTION
I have a scenario where I have to use Rangechart and Column Chart in a single page and I need to call Highchart JS files asynchronously for both Chart type.
Rangechart works fine and drill down also works fine, but drill down for Column Chart does not work.
Error: Uncaught TypeError: Cannot read properties of undefined (reading 'stacks')"
jsfiddle URL: http://jsfiddle.net/qk3en5a8/
Complete Code (Although available on demo side but giving here for quick reference)
...ANSWER
Answered 2022-Mar-23 at 17:25First of all, you should be able to import Highcharts and its modules only once, even if you need to show two charts on a single page. So something like below will be enough:
QUESTION
I have problem, when I export PDF or PNG file. It doesn't show the sub topic. I want to show sub topic when I click drilldown this link demo Link Demo and this when I export Picture when export But I want to export like this Picture export I want
ANSWER
Answered 2022-Mar-08 at 13:07You can update subtitle text for exporting, based on generated breadcrumbs. For example:
QUESTION
Highcharts, How to show datatable when export PDF and not show pdf when normal with Drilldown Chart. I want to export PDF or PNG file with Drilldown-Chart, But it's not work because I set
...ANSWER
Answered 2022-Feb-24 at 12:55Notice that in the demo that you have shared the drawTable function should take the chart as an argument and var chart = this assignment breaks the function working.
QUESTION
When the code runs for the first time, it's mappings data as I wanted. But when I refresh the page it shows an error. Does anyone know how can I fix this error and what causes it?
...The code
ANSWER
Answered 2022-Feb-24 at 07:54I found the problem.
The problem was, "items" is undefined in its default state. It should be
QUESTION
I have created a dashboard with the base search as shown below.
The base search is applied correctly on single panel but in chart panel the base search does not seem to work. The chart panel always shows no result found. But if I give the query directly instead of referencing to base search then the chart panel also works fine.
How do I make sure that chart panel uses the base search?
ANSWER
Answered 2022-Jan-23 at 13:30The timechart command requires the _time field, which the base search does not provide. The fix depends on the format of the timestamp field. If it's in epoch form then a simple | rename timestamp as _time in the chart panel will do; otherwise, timestamp will have to be converted into epoch form using | eval _time = strptime(timestamp, "").
QUESTION
I am using the following VBA script. The purpose of the macro is to avoid a new worksheet being created each time a user double clicks / drills down on a pivot table value. Instead the script copies the data to a dedicated "DrillDown" sheet.
The issue I am having is after several clicks, I get an Excel error stating I am out of memory. The raw data set is not very big, so I am wondering if there is an issue with the script, or perhaps I need to add something further? Maybe there is some temp data I need to clear first?
I am a noob with VBA, so your assistance will be appreciated!
Something to note, this is a Power Pivot table.
My code:
Module1
...ANSWER
Answered 2022-Jan-03 at 21:48It could be the event triggers while the data is still being written to the sheet. You could retain the newly created sheet and delete the previous to avoid copying.
QUESTION
I am pretty new to React with TS or web dev in general. I've been struggling on how to design a interface to match up with the data structure from an api call.
Here's the App.tsx file, and url of the fetch call "https://datausa.io/api/data?drilldowns=Nation&measures=Population"
...ANSWER
Answered 2021-Dec-05 at 06:31On the response of the API, the "P" of the population field is captial, which caused this issue.
One hint that your data has be correctly loaded into memory is already in your screen shot. The value of data.length is 7. Add to the fact that the list has already rendered, but it is empty. ( i.e., the looping logic worked and didn't crash ) which implies that it wasn't able to find the key, and there is where I deduced that there must be some error in your key.
Please use automated tools like https://transform.tools/json-to-typescript to create the interface, doing this manually is correct, but these kind of small errors happens to the best of us. 🙂
QUESTION
I have a table of Name, date (every day of the year), and hours. I am trying to create a pivot table to analyze the compliance of the data. By that I mean, I need to know for every year how many people are complainant with the 1800 limit (sum of all hours for the year) and how many are not. i created the required results via 4 tables see image but because i am using so many table, i am unable to do any drilldown/drill up analyzes. Is there a way to combine all of this in one table?
...ANSWER
Answered 2021-Nov-27 at 09:08Add your Pivot Table to the Data Model and then create three new measures:
QUESTION
I'm using some different charts renderer in Highcharts drilldown. In some cases, my first level is a column chart and the second (or third...) level is a pie. Everything is working well except some specified settings for the axes (title, color/width) that appear in the pie chart. The expected behavior is entire axis are hidden in case of pie chart. As example, in the following : https://jsfiddle.net/vegaelce/w3crqofu/ I would like the axis lines and titles to be hidden in the pie drilled charts.
When using a pie in the first level by setting the type as for the second level :
...ANSWER
Answered 2021-Nov-15 at 08:54You can use the drilldown and drillup callbacks to customize your chart options, like:
QUESTION
While learning GCP billing a bit thoroughly, I have a scenario with GCP Billing, and I am not able to understand how this is addressed, so please clarify.
I have a user (admin_user) who has created a billing account. This admin user adds another user (normal_user) with BillingAccountUser role for that billing account.
Now this normal_user creates his own project and generates some ML workload which adds up a huge bill (keeping alerts aside for now) by end of the month, and the billing account gets the invoice which is obvious. Now the admin_user cannot see the normal_user's project as he is the only owner of that. If normal_user leaves the company, no one would have access to the project he created and generated the bill, and presumably billing reports may not be able to show the workload details and drilldown for that project.
So how safely to avoid/prevent this scenario while assigning the BillingAccountUser role? Any way to allow normal_user to add only organization projects to this billing account where he should not have right to create a project in the organization but manage that to add to the billing account, yet he can create his own projects and play around without actually not able to add them to this billing account?
...ANSWER
Answered 2021-Oct-25 at 02:40If you grant a user Billing Account User and that user also has Project Creator, then that user will be able to attach the billing account to a new project.
To prevent the user from being able to attach a billing account to a project, grant the user Billing Account Viewer instead.
Only trusted users should have any form of access to the billing account.
Any way to allow normal_user to add only organization projects to this billing account where he should not have right to create a project in the organization but manage that to add to the billing account, yet he can create his own projects and play around without actually not able to add them to this billing account?
No. Billing accounts are not part of a project or organization. They are separate accounts and are managed independently. Billing accounts are linked to projects - they are not managed or controlled by a project. If you have the correct permissions, you can link any project to a billing account.
Normally, restrictions like this would be part of constraints. However, Google Cloud does not yet offer a constraint for billing accounts.
Organization policy constraints
If a user created a personal account and linked it to a business billing account, that would be a misuse of corporate assets. I recommend that only certain officers/managers of a company have access to a billing account. Everyone else should complete a form, or similar, and request a project be linked to a billing account.
One item that can improve the security of billing accounts, is to only add user accounts that you control. If a user mismanaged an account, you could take control of his identity (corporate email address). If you use Gmail accounts, you do not have that ability.
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Install DrillDown
You can use DrillDown 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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