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

1 Atzari

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

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