Queenie  Davis

Queenie Davis

1658802300

A Simple tool for Making CSGO Dataset in YOLO Format For C++

Yolov5LabelMakerForCSGO

This is a toy dll which allows you to make CSGO dataset for YOLOv5 network with some simple clicks of button.

Features

  • Visible bounding box
  • Simultaneous generation of image and label

Pictures

image-20220609113325392

This is what your game will look after injecting this dll(Non-visible entities will not have bbox

image-20220609113513957

This is what your screenshot will look like(It won't have bounding box)

image-20220609113623803

This is what the corresponding label file will look like(YOLOv5 format, Change id for each class in source code LabelMaker.h)

How to use?

Open .sln with Visual studio 2019+

Open Config.h and change directory configs

Build the project source into .dll

Launch your csgo game (notice: This dll doesn't have any sort of VAC bypass so u might wanna start the game in -insecure mode to avoid VAC/Untrusted ban)

Start a match(Prefarably a bot match)

Inject this .dll with your favorite injector(If u dont have one then checkout https://github.com/leo4048111/Potato-Injector)

Keybinds 
HOMETakes a screenshot and generates corresponding label in YOLOv5 format(.txt)
NUMPAD8Enlarges the bounding box height
NUMPAD2Reduces the bouding box height
INSERTUnloads the dll

Notice

Non-existing directories won't be created for you, so you have to manually create them before files' being saved.

This dll crashes the game sometimes when selecting/changing team side.

You need to rebuild this dll after changing configs, so a GUI menu might be added for runtime configuration later.

If the dll doesn't work after csgo updates, you need to manually update the offsets in csgo.hpp from https://github.com/frk1/hazedumper

Credits

https://github.com/TsudaKageyu/minhook

https://github.com/frk1/hazedumper For netvar offsets.

https://github.com/danielkrupinski/Osiris Borrowed some features from SDK.


Author: leo4048111
Source code: https://github.com/leo4048111/Yolov5-LabelMaker-For-CSGO
License: WTFPL license

#cpluplus 

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A Simple tool for Making CSGO Dataset in YOLO Format For C++

C# In Simple Terms - Iterators

A few posts back, we talked about Arrays and Collections, and how easy they were to deal with.

In this post, we’ll talk about a feature of C## that allows us developers to iterate over many different kinds of collections and return elements from them one-by-one. Let’s learn about iterators!

#c# in simple terms #c# #c #c++

C# in Simple Terms - Indexers

We have now come to the part in the C## in Simple Terms series where we can explore some cool but little-used C## features. Among these is the ability to access values in a class instance in the same way we access array values; we do this using a C## feature called indexers.

So, let’s build some indexers!

#c# in simple terms #c# #c #c++

Tamale  Moses

Tamale Moses

1624240146

How to Run C/C++ in Sublime Text?

C and C++ are the most powerful programming language in the world. Most of the super fast and complex libraries and algorithms are written in C or C++. Most powerful Kernel programs are also written in C. So, there is no way to skip it.

In programming competitions, most programmers prefer to write code in C or C++. Tourist is considered the worlds top programming contestant of all ages who write code in C++.

During programming competitions, programmers prefer to use a lightweight editor to focus on coding and algorithm designing. VimSublime Text, and Notepad++ are the most common editors for us. Apart from the competition, many software developers and professionals love to use Sublime Text just because of its flexibility.

I have discussed the steps we need to complete in this blog post before running a C/C++ code in Sublime Text. We will take the inputs from an input file and print outputs to an output file without using freopen file related functions in C/C++.

#cpp #c #c-programming #sublimetext #c++ #c/c++

Dicey Issues in C/C++

If you are familiar with C/C++then you must have come across some unusual things and if you haven’t, then you are about to. The below codes are checked twice before adding, so feel free to share this article with your friends. The following displays some of the issues:

  1. Using multiple variables in the print function
  2. Comparing Signed integer with unsigned integer
  3. Putting a semicolon at the end of the loop statement
  4. C preprocessor doesn’t need a semicolon
  5. Size of the string matters
  6. Macros and equations aren’t good friends
  7. Never compare Floating data type with double data type
  8. Arrays have a boundary
  9. Character constants are different from string literals
  10. Difference between single(=) and double(==) equal signs.

The below code generates no error since a print function can take any number of inputs but creates a mismatch with the variables. The print function is used to display characters, strings, integers, float, octal, and hexadecimal values onto the output screen. The format specifier is used to display the value of a variable.

  1. %d indicates Integer Format Specifier
  2. %f indicates Float Format Specifier
  3. %c indicates Character Format Specifier
  4. %s indicates String Format Specifier
  5. %u indicates Unsigned Integer Format Specifier
  6. %ld indicates Long Int Format Specifier

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A signed integer is a 32-bit datum that encodes an integer in the range [-2147483648 to 2147483647]. An unsigned integer is a 32-bit datum that encodes a non-negative integer in the range [0 to 4294967295]. The signed integer is represented in twos-complement notation. In the below code the signed integer will be converted to the maximum unsigned integer then compared with the unsigned integer.

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#problems-with-c #dicey-issues-in-c #c-programming #c++ #c #cplusplus

Inside ABCD, A Dataset To Build In-Depth Task-Oriented Dialogue Systems

According to a recent study, call centre agents’ spend approximately 82 percent of their total time looking at step-by-step guides, customer data, and knowledge base articles.

Traditionally, dialogue state tracking (DST) has served as a way to determine what a caller wants at a given point in a conversation. Unfortunately, these aspects are not accounted for in popular DST benchmarks. DST is the core part of a spoken dialogue system. It estimates the beliefs of possible user’s goals at every dialogue turn.

To reduce the burden on call centre agents and improve the SOTA of task-oriented dialogue systems, AI-powered customer service company ASAPP recently launched an action-based conversations dataset (ABCD). The dataset is designed to help develop task-oriented dialogue systems for customer service applications. ABCD consists of a fully labelled dataset with over 10,000 human dialogues containing 55 distinct user intents requiring sequences of actions constrained by company policies to accomplish tasks.

https://twitter.com/asapp/status/1397928363923177472

The dataset is currently available on GitHub.

#developers corner #asapp abcd dataset #asapp new dataset #build enterprise chatbot #chatbot datasets latest #customer support datasets #customer support model training #dataset for chatbots #dataset for customer datasets