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

Felix Kleinsteuber 755dcfd443 Added readme		3 سال پیش
deprecated	4e25520634 docs	3 سال پیش
imgs	75b01eda47 updates	3 سال پیش
plots	4e25520634 docs	3 سال پیش
py	4e25520634 docs	3 سال پیش
session_scans	007915bc0a more results	3 سال پیش
visualization	d3e69b0984 updated plots	3 سال پیش
.gitignore	d7d2362438 more eval	3 سال پیش
Kadaverbilder_leer.csv	27aa92b698 annotator	3 سال پیش
README.md	755dcfd443 Added readme	3 سال پیش
analyze_dataset.ipynb	3bcf9949c8 documentation and ordering	3 سال پیش
analyze_labels.ipynb	3bcf9949c8 documentation and ordering	3 سال پیش
approach1a_basic_frame_differencing.ipynb	3de5549007 updates	3 سال پیش
approach1b_histograms.ipynb	f3916a4103 plots	3 سال پیش
approach2_background_estimation.ipynb	3de5549007 updates	3 سال پیش
approach3_boxplot.ipynb	d3e69b0984 updated plots	3 سال پیش
approach3_local_features.ipynb	75b01eda47 updates	3 سال پیش
approach4_autoencoder.ipynb	d3e69b0984 updated plots	3 سال پیش
approach4_boxplot.ipynb	4e25520634 docs	3 سال پیش
check_csv.ipynb	3bcf9949c8 documentation and ordering	3 سال پیش
csv_test_images.npy	3bcf9949c8 documentation and ordering	3 سال پیش
dataset_stats.npy	211141371e initial commit	3 سال پیش
eval_autoencoder.py	d7d2362438 more eval	3 سال پیش
eval_bow.py	d7d2362438 more eval	3 سال پیش
generate_lapseless_session.ipynb	4e25520634 docs	3 سال پیش
get_image_exif.ipynb	211141371e initial commit	3 سال پیش
index.ipynb	4e25520634 docs	3 سال پیش
lapseDates_1.npy	211141371e initial commit	3 سال پیش
motionDates_1.npy	211141371e initial commit	3 سال پیش
quick_label.py	007915bc0a more results	3 سال پیش
read_csv_annotations.ipynb	007915bc0a more results	3 سال پیش
resize_session.ipynb	75b01eda47 updates	3 سال پیش
scan_sessions.ipynb	9d8148f751 frame differencing approaches (generally not successful)	3 سال پیش
scan_sessions.txt	167726d971 session scan + results	3 سال پیش
train_autoencoder.py	75b01eda47 updates	3 سال پیش
train_bow.py	d7d2362438 more eval	3 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