kleinsteuber/camera-trap-anomaly-detection: Implementation for my bachelor thesis "Anomaly Detection in Camera Trap Images" @ 7f7100b2bd2312e73e343b5ccb89b2b4cf29ea4e

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

1 Ágak

Felix Kleinsteuber 7f7100b2bd plots		4 éve
Cache_NoBackup	d0c133cc7e began local feature approach	4 éve
plots	7f7100b2bd plots	4 éve
py	f3916a4103 plots	4 éve
session_scans	167726d971 session scan + results	4 éve
.gitignore	a11917b7fb local features + autoencoder	4 éve
Kadaverbilder_leer.csv	27aa92b698 annotator	4 éve
analyze_dataset.ipynb	167726d971 session scan + results	4 éve
annotations.npy	27aa92b698 annotator	4 éve
approach1a_basic_frame_differencing.ipynb	f3916a4103 plots	4 éve
approach1b_histograms.ipynb	f3916a4103 plots	4 éve
approach1b_results.npy	fdf054dfe2 histogram approach	4 éve
approach2_background_estimation.ipynb	f3916a4103 plots	4 éve
approach3_local_features.ipynb	f3916a4103 plots	4 éve
approach4_ae1.png	a11917b7fb local features + autoencoder	4 éve
approach4_ae2.png	a11917b7fb local features + autoencoder	4 éve
approach4_ae2_noise.png	a11917b7fb local features + autoencoder	4 éve
approach4_autoencoder.ipynb	eaf6f49114 Results + ROC Curves	4 éve
check_csv.ipynb	5e5c0018c7 autoencoder - proper KDE	4 éve
dataset_stats.npy	211141371e initial commit	4 éve
day_vs_night.ipynb	f3916a4103 plots	4 éve
eval_autoencoder.py	5e5c0018c7 autoencoder - proper KDE	4 éve
eval_bow.py	f3916a4103 plots	4 éve
exp1a_annotations.npy	2faf3966fd basic frame differencing notebook	4 éve
experiments.ipynb	211141371e initial commit	4 éve
frame_differencing.ipynb	2faf3966fd basic frame differencing notebook	4 éve
get_image_exif.ipynb	211141371e initial commit	4 éve
lapseDates_1.npy	211141371e initial commit	4 éve
motionDates_1.npy	211141371e initial commit	4 éve
resize_session.ipynb	6686087b7c BOW train script	4 éve
results.ipynb	f3916a4103 plots	4 éve
scan_sessions.ipynb	9d8148f751 frame differencing approaches (generally not successful)	4 éve
scan_sessions.txt	167726d971 session scan + results	4 éve
train_autoencoder.py	3a72516fae BOW experiments, autoencoder KDE	4 éve
train_bow.py	f3916a4103 plots	4 éve