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

Felix Kleinsteuber 007915bc0a more results il y a 3 ans
Cache_NoBackup d0c133cc7e began local feature approach il y a 3 ans
plots 007915bc0a more results il y a 3 ans
py 007915bc0a more results il y a 3 ans
session_scans 007915bc0a more results il y a 3 ans
.gitignore a11917b7fb local features + autoencoder il y a 3 ans
Kadaverbilder_leer.csv 27aa92b698 annotator il y a 3 ans
analyze_dataset.ipynb 167726d971 session scan + results il y a 3 ans
annotations.npy 27aa92b698 annotator il y a 3 ans
approach1a_basic_frame_differencing.ipynb 007915bc0a more results il y a 3 ans
approach1b_histograms.ipynb f3916a4103 plots il y a 3 ans
approach1b_results.npy fdf054dfe2 histogram approach il y a 3 ans
approach2_background_estimation.ipynb 007915bc0a more results il y a 3 ans
approach3_local_features.ipynb 007915bc0a more results il y a 3 ans
approach4_ae1.png a11917b7fb local features + autoencoder il y a 3 ans
approach4_ae2.png a11917b7fb local features + autoencoder il y a 3 ans
approach4_ae2_noise.png a11917b7fb local features + autoencoder il y a 3 ans
approach4_autoencoder.ipynb 007915bc0a more results il y a 3 ans
check_csv.ipynb 5e5c0018c7 autoencoder - proper KDE il y a 3 ans
dataset_stats.npy 211141371e initial commit il y a 3 ans
day_vs_night.ipynb f3916a4103 plots il y a 3 ans
eval_autoencoder.py 007915bc0a more results il y a 3 ans
eval_bow.py 007915bc0a more results il y a 3 ans
exp1a_annotations.npy 2faf3966fd basic frame differencing notebook il y a 3 ans
experiments.ipynb 211141371e initial commit il y a 3 ans
frame_differencing.ipynb 2faf3966fd basic frame differencing notebook il y a 3 ans
generate_lapseless_session.ipynb 007915bc0a more results il y a 3 ans
get_image_exif.ipynb 211141371e initial commit il y a 3 ans
lapseDates_1.npy 211141371e initial commit il y a 3 ans
motionDates_1.npy 211141371e initial commit il y a 3 ans
quick_label.py 007915bc0a more results il y a 3 ans
read_csv_annotations.ipynb 007915bc0a more results il y a 3 ans
resize_session.ipynb 007915bc0a more results il y a 3 ans
results.ipynb 007915bc0a more results il y a 3 ans
scan_sessions.ipynb 9d8148f751 frame differencing approaches (generally not successful) il y a 3 ans
scan_sessions.txt 167726d971 session scan + results il y a 3 ans
train_autoencoder.py 3a72516fae BOW experiments, autoencoder KDE il y a 3 ans
train_bow.py 007915bc0a more results il y a 3 ans