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

Daphne Auer 6c8ed99d1b added copyright notice and license 2 years ago
imgs 75b01eda47 updates 2 years ago
plots 4e25520634 docs 2 years ago
py 6c8ed99d1b added copyright notice and license 2 years ago
session_scans 007915bc0a more results 2 years ago
visualization 6c8ed99d1b added copyright notice and license 2 years ago
.gitignore d7d2362438 more eval 2 years ago
Kadaverbilder_leer.csv 27aa92b698 annotator 3 years ago
LICENSE 6c8ed99d1b added copyright notice and license 2 years ago
README.md 755dcfd443 Added readme 2 years ago
analyze_dataset.ipynb 6c8ed99d1b added copyright notice and license 2 years ago
analyze_labels.ipynb 6c8ed99d1b added copyright notice and license 2 years ago
approach1a_basic_frame_differencing.ipynb 6c8ed99d1b added copyright notice and license 2 years ago
approach1b_histograms.ipynb 6c8ed99d1b added copyright notice and license 2 years ago
approach2_background_estimation.ipynb 6c8ed99d1b added copyright notice and license 2 years ago
approach3_boxplot.ipynb 6c8ed99d1b added copyright notice and license 2 years ago
approach3_local_features.ipynb 6c8ed99d1b added copyright notice and license 2 years ago
approach4_autoencoder.ipynb 6c8ed99d1b added copyright notice and license 2 years ago
approach4_boxplot.ipynb 6c8ed99d1b added copyright notice and license 2 years ago
check_csv.ipynb 6c8ed99d1b added copyright notice and license 2 years ago
csv_test_images.npy 3bcf9949c8 documentation and ordering 2 years ago
dataset_stats.npy 211141371e initial commit 3 years ago
eval_autoencoder.py 6c8ed99d1b added copyright notice and license 2 years ago
eval_bow.py 6c8ed99d1b added copyright notice and license 2 years ago
generate_lapseless_session.ipynb 6c8ed99d1b added copyright notice and license 2 years ago
get_image_exif.ipynb 6c8ed99d1b added copyright notice and license 2 years ago
index.ipynb 6c8ed99d1b added copyright notice and license 2 years ago
lapseDates_1.npy 211141371e initial commit 3 years ago
motionDates_1.npy 211141371e initial commit 3 years ago
quick_label.py 6c8ed99d1b added copyright notice and license 2 years ago
read_csv_annotations.ipynb 6c8ed99d1b added copyright notice and license 2 years ago
resize_session.ipynb 6c8ed99d1b added copyright notice and license 2 years ago
scan_sessions.ipynb 6c8ed99d1b added copyright notice and license 2 years ago
scan_sessions.txt 167726d971 session scan + results 3 years ago
train_autoencoder.py 6c8ed99d1b added copyright notice and license 2 years ago
train_bow.py 6c8ed99d1b added copyright notice and license 2 years ago

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.