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

Felix Kleinsteuber a11917b7fb local features + autoencoder 4 年之前
Cache_NoBackup d0c133cc7e began local feature approach 4 年之前
plots a11917b7fb local features + autoencoder 4 年之前
py a11917b7fb local features + autoencoder 4 年之前
session_scans 167726d971 session scan + results 4 年之前
.gitignore a11917b7fb local features + autoencoder 4 年之前
Kadaverbilder_leer.csv 27aa92b698 annotator 4 年之前
analyze_dataset.ipynb 167726d971 session scan + results 4 年之前
annotations.npy 27aa92b698 annotator 4 年之前
approach1a_basic_frame_differencing.ipynb 97be1c6157 background estimation 4 年之前
approach1b_histograms.ipynb d0c133cc7e began local feature approach 4 年之前
approach1b_results.npy fdf054dfe2 histogram approach 4 年之前
approach2_background_estimation.ipynb d0c133cc7e began local feature approach 4 年之前
approach2_results.npy 97be1c6157 background estimation 4 年之前
approach3_local_features.ipynb a11917b7fb local features + autoencoder 4 年之前
approach4_ae1.png a11917b7fb local features + autoencoder 4 年之前
approach4_ae2.png a11917b7fb local features + autoencoder 4 年之前
approach4_ae2_noise.png a11917b7fb local features + autoencoder 4 年之前
approach4_autoencoder.ipynb a11917b7fb local features + autoencoder 4 年之前
approach4_autoencoder2.ipynb a11917b7fb local features + autoencoder 4 年之前
check_csv.ipynb 27aa92b698 annotator 4 年之前
dataset_stats.npy 211141371e initial commit 4 年之前
exp1a_annotations.npy 2faf3966fd basic frame differencing notebook 4 年之前
experiments.ipynb 211141371e initial commit 4 年之前
frame_differencing.ipynb 2faf3966fd basic frame differencing notebook 4 年之前
get_image_exif.ipynb 211141371e initial commit 4 年之前
lapseDates_1.npy 211141371e initial commit 4 年之前
motionDates_1.npy 211141371e initial commit 4 年之前
resize_session.ipynb a11917b7fb local features + autoencoder 4 年之前
scan_sessions.ipynb 9d8148f751 frame differencing approaches (generally not successful) 4 年之前
scan_sessions.txt 167726d971 session scan + results 4 年之前
test_images.npy 27aa92b698 annotator 4 年之前
train_autoencoder.py a11917b7fb local features + autoencoder 4 年之前