Home Esplora Aiuto
Accedi
kleinsteuber
/
camera-trap-anomaly-detection
1
0
Forka 0
File Pull Requests 0

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

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

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.