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

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

README.md

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.