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

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

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