TrTr | TrTr : Visual Tracking with Transformer | Computer Vision library
kandi X-RAY | TrTr Summary
kandi X-RAY | TrTr Summary
We propose a novel tracker network based on a powerful attention mechanism called Transformer encoder-decoder architecture to gain global and rich contextual interdependencies. In this new architecture, features of the template image is processed by a self-attention module in the encoder part to learn strong context information, which is then sent to the decoder part to compute cross-attention with the search image features processed by another self-attention module. In addition, we design the classification and regression heads using the output of Transformer to localize target based on shape-agnostic anchor. We extensively evaluate our tracker TrTr, on several benchmarks and our method performs favorably against state-of-the-art algorithms.
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Top functions reviewed by kandi - BETA
- Build the model
- Return a generator that yields frames from a video
- Display result information
- Run tracker
- Visualize the tracker result
- Calculate the density of the image
- Convert box coordinates to xy coordinates
- Combine two layers
- Clip bounding box
- Wrapper for all_gather
- Crop the video
- Draw the F1 precision recall curve
- Visualize all groundtruth videos
- Compute the loss of the bounding box
- Visualize the graph
- Parse one or more datasets
- Draws a matplotlib plot
- Compute the norm precision
- Function to plot plots
- Get all frames from a video
- Plot the result of the tracker
- Forward computation
- Argument parser
- Saves all video configuration files
- Crop images from multiple datasets
- Convert from box coordinates to xy coordinates
- Displays the result
- Run a VOTT model
- Download and cut the video
TrTr Key Features
TrTr Examples and Code Snippets
Community Discussions
Trending Discussions on TrTr
QUESTION
I have a dataframe(original_df) with column description, and I want to create another column Label by searching for keyword in the description using regular expression e.g
ANSWER
Answered 2021-Mar-07 at 04:50You can put your regex logic into a function and apply that to the DataFrame. This way you can avoid your manual looping pseudocode.
Code:
QUESTION
data = """
id,name
100,A
100,B
101,C
101,D
101,pp;
212,E
212,F
215,ds
215,G
215,trtr
219, dsds
219, sas
219, dasa
300,Endüstrisi`
"""
df = pd.read_csv(StringIO(data))
df = pd.concat([df]*5)
ANSWER
Answered 2021-Mar-05 at 15:43Try with drop_duplicates
QUESTION
My current code opens a website and logins. the next step is that I want to select a link on the next page but don't know how to get the code to click on it (first time messing with HTML code). below is a picture of the HTML behind that link. If more info is needed I can update with more pictures.
...ANSWER
Answered 2021-Feb-19 at 02:57From the description, it looks like you want to click the link with the text PRC search by selection on the page using IE VBA Automation.
If we try to check the HTML code in the image then we can notice that the page contains nested tables and what you are assuming as a link is actually a DIV tag. So I am assuming that you want to click the DIV.
I tried to make a test webpage with the nested tables and a similar kind of DIV and try to click the DIV using the code below.
QUESTION
I have a form where a certain section has a table of inputs that are created for each row like below .
...ANSWER
Answered 2020-Nov-20 at 12:07You can use map() to build a 2d array of the input values within each table row. Try this:
QUESTION
I have a small problem with a VBA routine through which I would like to download only the list of championships (without matches) of the day from the website https://www.betexplorer.com/next/soccer/ With the help of the QHarr user I was able to change the drop-down menu from "Kick off times" to "Leagues" so as to have the list of championships in alphabetical order. However, when I do the iteration in the table to download the name of the championships (I repeat without the matches) these are taken in the order of "Kick off times" and not of "Leagues". How could I do? Hoping to be clear, I thank everyone who can help me. This is the code that I wrote:
...ANSWER
Answered 2019-Oct-25 at 10:03@Davide Your For Each myItm In mycoll loop runs 2x because node "table-main js-nrbanner-t" occurs 2x in ie.document. 1st as standard default order, 2nd as user clicked order. It's enough to read 2nd loop only and will be OK. Try something like this:
QUESTION
I've got a file.txt with different information like this:
...ANSWER
Answered 2019-Sep-17 at 12:57If you add const toto = {...} to your file and give it a .js extension, you can include it in the page:
The file would look like this
QUESTION
I am sending a message of this kind on android
...ANSWER
Answered 2019-Sep-02 at 11:56After more time I solved this problem
In my Manifest.xlm I added this
QUESTION
i have this table and i want to select all rows with product id 105. i can easily do this if i know product id and put in where clause but i dont know product id and it increases once this id work is completed it will delete these rows and search for next lowest product id.
with order bt product_id i can do but how to ensure that all rows are listed. if i will give 100 limit then first 10-15 may be lowest after that it will start listing next higher product_id rows
here is table
...ANSWER
Answered 2019-Aug-01 at 06:36You can try something like
QUESTION
I have an app in which I cannot do more than one line, thus using a declare seems to be out of the realm of possibly.
I need to create a guid an pass it to a stored procedure.
While in SSMS, I can do
...ANSWER
Answered 2019-Mar-20 at 19:05Use a variable:
QUESTION
I am new to web-scraping and would like to scrape the results of this form by replicating the AJIAX request. How to I make the request passing the the form data below?
...ANSWER
Answered 2019-Feb-12 at 13:31The requests library has a post() function that lets you pass the data as a Python dictionary. This could be done as follows:
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
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No vulnerabilities reported
Install TrTr
Please read this README.md to prepare the dataset.
Please read this README.md to prepare the training dataset.
Please download VOT2018 dataset following [this REAMDE], which is necessary for testing the model during training.
Or you skip this testing process by assigning several parameter, which are explained later.
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