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Object tracking software for EAL

Project description

[EAL_DIST]

Easy Aim Lock

Easy Aim Lock is a computer vision object detection project based on deep learning models such as the ones typically found in facial recognition software or self-driving cars. Object classification is a technique that predicts the probability of different object categories (person, dog, cat, etc.) in an image, it essentially answers the question “Whats on the screen?”. Object localization can predict the probability of an object in the image along with its location in the image. This technique basically answers “Where on the screen is it? Object detection combines the two techniques above to identify multiple objects in an image in real-time.

[Change Log] All notable changes to this project will be documented in this file, and this project adheres to Semantic Versioning

[3.2.9.2] - 2022-02-18 (TEST BUILD)

Added

  • EAL Augmentor with several augmentation options
  • Instant Presets / create, swap or delete EAL settings instantly from the main status bar
  • NEW GPC v4.0 “EAL.gpc” Titan script, drag to any slot and load
  • Image Capture format option for .png or .jpg
  • Zoom level and detection zone values displayed in GUI overlay
  • Label Maker can copy and convert all images to a different format
  • Manual Swap to manually switch to alternate weapon (OCR disabled while alt active)
  • Mini Map, turns toward closest enemy on radar when activated
  • Range Extender
  • Frame Skip option added to System tab to increase FPS
  • Pixel Scope Zoom slider on Aim tab
  • Ability to drag and change tabs order
  • Ability to change image set root directory auto save location on Training tab
  • Options for manually switching dual OCR area on Options tab
  • Motion Sensor on Shoot tab
  • Motion Sensor color on Views tab
  • Auto Shot option for ADS only on Shoot tab
  • Label Maker “E” key to clear last selection in current image
  • Label Maker “W” key to auto label the current image only
  • Auto Shot rumble feedback option on Shoot tab
  • Shows bounding box around avoidance targets
  • New gpc v4.0 led status RED = EAL not loaded / WHITE = EAL loaded correctly
  • Splash Screen

Changed

  • Optimized target array selection
  • Removed Auto Aim reset tick
  • Can set image capture size to capture the detection box
  • Label Maker can resize, image scales to frame
  • Label Maker can now handle multiple image aspect ratios
  • Label Maker Purge button now moves images to _purge folder
  • Mini Map FOV adjustable down to 2 degrees
  • Secondary button for activating OCR is customizable now on the Database tab
  • Auto aim zone ratio defaults to user setting if lower than target ratio
  • Ultra mode modified to increase accuracy over performance by 20%
  • Helper file protocol changed, added readme file. Must install gbc to sd card from zip
  • Default OCR capture button changed to f2
  • Rounder corners in themed mode
  • Moved tabs to top for symmetry
  • Combined gamepad and kill cam overlays into one tab
  • Changed “Views” tab name to “Colors”
  • Moved Zone Effects to Overlays tab
  • Auto labels stop at 6 decimals instead of 9

Fixed

  • Target Shot Box color and toggle fixed
  • Aim delay fixed
  • Error handling for weights or cfg file missing (additional fix for restoring cuda)
  • Error on color avoidance debug selection menu
  • Toggle text color adjusting for theme brightness
  • Ability to close OCR text selection window using the exit button
  • index out of range error when csv deleted or moved

[3.2.0] – 2021-11-22

Added

  • Debug log
  • EAL Label Maker (index slider, remember index, removed cursor, optional annotations overwrite)
  • OCR delay timer
  • Ability to Change Account Device
  • Field loss strength slider
  • Color activated dual OCR
  • Multi color avoidance x5
  • Ability to load and run large and tiny Yolo v4 custom weights and cfg

Changed

  • Dataset location (files go to folder now instead of zip)

Fixed

  • Error caused by dampener set to 0
  • Underride value
  • Item detection overwriting wrong weapon

[3.0.1] – 2021-11-04

Fixed

  • Fixed crash error caused by OCR detection missing from items list

[3.0.0] – 2021-11-03

Added

  • Import / Export Settings file from Settings menu or System tab

Changed

  • Switched XIM Modifier and Override locations in the GUI
  • Optimized OCR list indexing

Fixed

  • Corrected issue of OCR loading database items without full matching string

[2.9.0] – 2021-11-01

Added

  • Dampening slider for controlling aim speed near target
  • XIM modifier slider on System Tab to change the sensitivity of the dampening field
  • Referral Program see Help menu for more info (Exchange 600 Points for a lifetime code)
  • Customizable Themes and GUI Colors
  • Zip file has additional compression
  • Added spin boxes to all the slider values
  • GPC debug mode at the top of the System tab to verify values received by the GBC
  • Capture Size on Training tab to change size of dataset images
  • Aim Zone slider on the Shot tab to adjust the auto aim priority within the target
  • External Lens effects to change the appearance outside the target zone
  • Minimal frame for Target zone border
  • Complete Change Log on the About window
  • Window can resize and save position

Changed

  • Override default to 20
  • Override max to 100
  • Override min to stick noise +1
  • All values have spin adjuster
  • Updated tooltips
  • Increased Max training database size to 1000mb
  • Hip Mod min to 5

Fixed

  • Rapid fire from database
  • Hip mod saving
  • Crash Error with database file location missing path variable
  • Activity timeout flag saving

[2.8.0] – 2021-10-21

Added

  • Color Avoidance (left click to select screen color / right click to select previous color)
  • Advanced Avoidance settings on the system tab
  • Custom OCR Active color

Changed

  • Improved gui tab contrast for better visibility
  • Moved OCR timer to options tab
  • Reduced external file requirements, csv will auto generate and controller files are no longer required

Fixed

  • Predictions toggle
  • Issue for pasting prediction as description in the database
  • Aim delay
  • About window
  • Max zip size not preventing auto save
  • Activity timer
  • Database population
  • Override value

[2.6.0] – 2021-10-12

Added

  • Full csv validation, will warn of extra commas in database
  • Optimized detection FPS with MS DirectShow
  • Ability to generates default csv database file if no database detected
  • Custom color selection system
  • Targeting indicators in addition to bounding box
  • Training image names are more explicit to prevent overlap in shared datasets
  • Gbc feedback output when it receives global options and database values
  • Discord link to new registered users confirmation

Fixed

  • MS DirectShow issue of crashing when closing script (major code rewrite)
  • Shot hold timer
  • Issue of ‘train_path’ not found
  • Auto Update

[2.1.0] – 2021-09-30

Added

  • Ability to change or reset password
  • Ability to set all of your IC setting from the gui without opening the IC
  • Ability to add to, change and edit the csv files from within the gui
  • Ability to set weapons from the database without needing OCR on
  • Ability to load custom object detection models
  • Ability to create image datasets for training new models

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