Implementation for my bachelor thesis "Anomaly Detection in Camera Trap Images"

Daphne Auer 6c8ed99d1b added copyright notice and license		2 سال پیش
imgs	75b01eda47 updates	2 سال پیش
plots	4e25520634 docs	2 سال پیش
py	6c8ed99d1b added copyright notice and license	2 سال پیش
session_scans	007915bc0a more results	2 سال پیش
visualization	6c8ed99d1b added copyright notice and license	2 سال پیش
.gitignore	d7d2362438 more eval	2 سال پیش
Kadaverbilder_leer.csv	27aa92b698 annotator	3 سال پیش
LICENSE	6c8ed99d1b added copyright notice and license	2 سال پیش
README.md	755dcfd443 Added readme	2 سال پیش
analyze_dataset.ipynb	6c8ed99d1b added copyright notice and license	2 سال پیش
analyze_labels.ipynb	6c8ed99d1b added copyright notice and license	2 سال پیش
approach1a_basic_frame_differencing.ipynb	6c8ed99d1b added copyright notice and license	2 سال پیش
approach1b_histograms.ipynb	6c8ed99d1b added copyright notice and license	2 سال پیش
approach2_background_estimation.ipynb	6c8ed99d1b added copyright notice and license	2 سال پیش
approach3_boxplot.ipynb	6c8ed99d1b added copyright notice and license	2 سال پیش
approach3_local_features.ipynb	6c8ed99d1b added copyright notice and license	2 سال پیش
approach4_autoencoder.ipynb	6c8ed99d1b added copyright notice and license	2 سال پیش
approach4_boxplot.ipynb	6c8ed99d1b added copyright notice and license	2 سال پیش
check_csv.ipynb	6c8ed99d1b added copyright notice and license	2 سال پیش
csv_test_images.npy	3bcf9949c8 documentation and ordering	2 سال پیش
dataset_stats.npy	211141371e initial commit	3 سال پیش
eval_autoencoder.py	6c8ed99d1b added copyright notice and license	2 سال پیش
eval_bow.py	6c8ed99d1b added copyright notice and license	2 سال پیش
generate_lapseless_session.ipynb	6c8ed99d1b added copyright notice and license	2 سال پیش
get_image_exif.ipynb	6c8ed99d1b added copyright notice and license	2 سال پیش
index.ipynb	6c8ed99d1b added copyright notice and license	2 سال پیش
lapseDates_1.npy	211141371e initial commit	3 سال پیش
motionDates_1.npy	211141371e initial commit	3 سال پیش
quick_label.py	6c8ed99d1b added copyright notice and license	2 سال پیش
read_csv_annotations.ipynb	6c8ed99d1b added copyright notice and license	2 سال پیش
resize_session.ipynb	6c8ed99d1b added copyright notice and license	2 سال پیش
scan_sessions.ipynb	6c8ed99d1b added copyright notice and license	2 سال پیش
scan_sessions.txt	167726d971 session scan + results	3 سال پیش
train_autoencoder.py	6c8ed99d1b added copyright notice and license	2 سال پیش
train_bow.py	6c8ed99d1b added copyright notice and license	2 سال پیش

Anomaly Detection in Camera Trap Images

This is the source code for my bachelor thesis with the subject "Anomaly Detection in Camera Trap Images" at the Computer Vision Group, Friedrich-Schiller-Universität Jena.

An overview of all files can be found in index.ipynb.

README.md

Anomaly Detection in Camera Trap Images