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

Felix Kleinsteuber a11917b7fb local features + autoencoder 3 years ago
Cache_NoBackup d0c133cc7e began local feature approach 3 years ago
plots a11917b7fb local features + autoencoder 3 years ago
py a11917b7fb local features + autoencoder 3 years ago
session_scans 167726d971 session scan + results 3 years ago
.gitignore a11917b7fb local features + autoencoder 3 years ago
Kadaverbilder_leer.csv 27aa92b698 annotator 3 years ago
analyze_dataset.ipynb 167726d971 session scan + results 3 years ago
annotations.npy 27aa92b698 annotator 3 years ago
approach1a_basic_frame_differencing.ipynb 97be1c6157 background estimation 3 years ago
approach1b_histograms.ipynb d0c133cc7e began local feature approach 3 years ago
approach1b_results.npy fdf054dfe2 histogram approach 3 years ago
approach2_background_estimation.ipynb d0c133cc7e began local feature approach 3 years ago
approach2_results.npy 97be1c6157 background estimation 3 years ago
approach3_local_features.ipynb a11917b7fb local features + autoencoder 3 years ago
approach4_ae1.png a11917b7fb local features + autoencoder 3 years ago
approach4_ae2.png a11917b7fb local features + autoencoder 3 years ago
approach4_ae2_noise.png a11917b7fb local features + autoencoder 3 years ago
approach4_autoencoder.ipynb a11917b7fb local features + autoencoder 3 years ago
approach4_autoencoder2.ipynb a11917b7fb local features + autoencoder 3 years ago
check_csv.ipynb 27aa92b698 annotator 3 years ago
dataset_stats.npy 211141371e initial commit 3 years ago
exp1a_annotations.npy 2faf3966fd basic frame differencing notebook 3 years ago
experiments.ipynb 211141371e initial commit 3 years ago
frame_differencing.ipynb 2faf3966fd basic frame differencing notebook 3 years ago
get_image_exif.ipynb 211141371e initial commit 3 years ago
lapseDates_1.npy 211141371e initial commit 3 years ago
motionDates_1.npy 211141371e initial commit 3 years ago
resize_session.ipynb a11917b7fb local features + autoencoder 3 years ago
scan_sessions.ipynb 9d8148f751 frame differencing approaches (generally not successful) 3 years ago
scan_sessions.txt 167726d971 session scan + results 3 years ago
test_images.npy 27aa92b698 annotator 3 years ago
train_autoencoder.py a11917b7fb local features + autoencoder 3 years ago