GitHub - techscapades/feature_detection_and_webcam_image_capture: Here is a plug and play feature detection project with python files included for anyone who wants to train their own feature detection model and run it using a webcam. Its highly configurable via the configuration.txt file so tune the parameters to your liking. Also included is a python file to help you capture and curate your image dataset using a webcam. Please ensure you configure the paths of the training images and webcam captured images before continuing or it train anything NOTE: PLEASE READ THE README.TXT FILES BEFORE EXECUTING THE CODE, I AM NOT RESPONISBLE IF YOU MESS UP YOUR SYSTEM

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Here is a plug and play feature detection project with python files included for anyone who wants to train their own feature detection model and run it using a webcam. Its highly configurable via the configuration.txt file so tune the parameters to your liking. Also included is a python file to help you capture and curate your image dataset usin…

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Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
webcam_image_capture		webcam_image_capture
README.txt		README.txt
REQUIRED_PYTHON_LIBRARIES.txt		REQUIRED_PYTHON_LIBRARIES.txt
feature detection (detection).py		feature detection (detection).py
feature detection (training).py		feature detection (training).py
feature_detection_configuration.txt		feature_detection_configuration.txt

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# code adapted and modified from: https://www.murtazahassan.com/courses/opencv-with-python-for-beginners/lesson/feature-detection-and-matching/

1. DO NOT DELETE ANY PARAMETERS IN CONFIGURATION FILE, IF STUFF IS IN QUOTATION MARKS OR PARANTHESIS, LEAVE THEM THERE
2. ENSURE THE CONFIGURATION FILE IS IN THE SAME DIRECTORY AS DETECTION AND TRAINING FILES 
3. RUN TRAINING FILE BEFORE FEATURE DETECTION FILE 
4. IF YOU DELETE THE DESCRIPTOR_LIST.PB FILE, YOU WILL NEED TO RETRAIN YOUR MODEL
5. YOU CAN CHANGE THE PATHS OF THE FILES AS YOU PLEASE, BUT ENSURE YOU UPDATE IT IN THE CONFIGURATION FILES
6. IF YOU DONT KNOW WHAT YOURE DOING, LEAVE THE CONFIGURATION FILE ALONE