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

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