Face Detector Service: Service used to detect the amount of faces in a image. At this moment this detector use HAAR Detector (opencv haar detector). It is trainning with custom images. rigth now it is not working correctly. Is in face of developing
Dependency: flask OpenCv 3.1 (compiled from source) numpy Keras
Command line Options: FaceDetector command line options:
- Running Pre-setup trainning steps
-This steps download and validate image urls specified in config files setting in directories <Directory_url_image> and have specific config file for managed this image. It contains the followings item:
- path_to_image_downloader_script = /home/ricardo/Desktop/CODIGO/ComputerVision/face_detector/pre-trainning-setup/image_downloader/image_downloader.py
- path_to_image_url_directory = /home/ricardo/Desktop/CODIGO/ComputerVision/face_detector/pre-trainning-setup/image_downloader/config
- path_to_not_valid_image = /home/ricardo/Desktop/CODIGO/ComputerVision/face_detector/pre-trainning-setup/validation_image_script_test/image_not_valid_list.txt
- path_to_positive_image_directory = /home/ricardo/Desktop/CODIGO/ComputerVision/face_detector/tests/positive_image
- path_to_negative_image_directory = /home/ricardo/Desktop/CODIGO/ComputerVision/face_detector/trainning/negative_images
- path_to_image_validator_script = /home/ricardo/Desktop/CODIGO/ComputerVision/face_detector/pre-trainning-setup/validation_image_script_test/image_validator_script.py
-Image urls: All image used for trainnign propourses are specified in this directory:
- /face_detector/pre-trainning-setup/image_downloader/config Each .cfg file contains optios to downlaod specific files .txt from the directory
python face_detector_manager.py -s ./config/haar_detector/haar_trainning.cfg
Trainning
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Running