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

Felix Kleinsteuber 755dcfd443 Added readme 2 anos atrás
deprecated 4e25520634 docs 2 anos atrás
imgs 75b01eda47 updates 3 anos atrás
plots 4e25520634 docs 2 anos atrás
py 4e25520634 docs 2 anos atrás
session_scans 007915bc0a more results 3 anos atrás
visualization d3e69b0984 updated plots 2 anos atrás
.gitignore d7d2362438 more eval 3 anos atrás
Kadaverbilder_leer.csv 27aa92b698 annotator 3 anos atrás
README.md 755dcfd443 Added readme 2 anos atrás
analyze_dataset.ipynb 3bcf9949c8 documentation and ordering 2 anos atrás
analyze_labels.ipynb 3bcf9949c8 documentation and ordering 2 anos atrás
approach1a_basic_frame_differencing.ipynb 3de5549007 updates 3 anos atrás
approach1b_histograms.ipynb f3916a4103 plots 3 anos atrás
approach2_background_estimation.ipynb 3de5549007 updates 3 anos atrás
approach3_boxplot.ipynb d3e69b0984 updated plots 2 anos atrás
approach3_local_features.ipynb 75b01eda47 updates 3 anos atrás
approach4_autoencoder.ipynb d3e69b0984 updated plots 2 anos atrás
approach4_boxplot.ipynb 4e25520634 docs 2 anos atrás
check_csv.ipynb 3bcf9949c8 documentation and ordering 2 anos atrás
csv_test_images.npy 3bcf9949c8 documentation and ordering 2 anos atrás
dataset_stats.npy 211141371e initial commit 3 anos atrás
eval_autoencoder.py d7d2362438 more eval 3 anos atrás
eval_bow.py d7d2362438 more eval 3 anos atrás
generate_lapseless_session.ipynb 4e25520634 docs 2 anos atrás
get_image_exif.ipynb 211141371e initial commit 3 anos atrás
index.ipynb 4e25520634 docs 2 anos atrás
lapseDates_1.npy 211141371e initial commit 3 anos atrás
motionDates_1.npy 211141371e initial commit 3 anos atrás
quick_label.py 007915bc0a more results 3 anos atrás
read_csv_annotations.ipynb 007915bc0a more results 3 anos atrás
resize_session.ipynb 75b01eda47 updates 3 anos atrás
scan_sessions.ipynb 9d8148f751 frame differencing approaches (generally not successful) 3 anos atrás
scan_sessions.txt 167726d971 session scan + results 3 anos atrás
train_autoencoder.py 75b01eda47 updates 3 anos atrás
train_bow.py d7d2362438 more eval 3 anos atrás

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.