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

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

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