ABB Assignment 2 - Ear Detection Using Cascade Classifiers
Author: Iztok Ramovš
Requirements (tested on following versions)
Python 3.8.5
OpenCV 4.4.0
Numpy 1.19.4
Instructions for running the project
# Run one evaluation of model on AWE database# detector_ear_haar_pretrained.py <scaleFactor> <minNeighbors> <modelNumber># results are given in following format:# <info about current evaluation>:# [<IoU>, <Precision>, <Recall>]# [<IoU Stdev>, <Precision Stdev>, <Recall Stdev>]
python detector_ear_haar_pretrained.py 1.05 5 0
# Run script for evaluating different parameters and models and save into a file
./run_different_models_params.sh > results.txt
# Preprocess train images from AWE database for cascade training,# images are saved to ibb-assignment2/cascade_training/positive_images/
python preprocess_train.py