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

Felix Kleinsteuber 88e5ee155e new results 3 жил өмнө
Cache_NoBackup d0c133cc7e began local feature approach 3 жил өмнө
plots 88e5ee155e new results 3 жил өмнө
py 88e5ee155e new results 3 жил өмнө
session_scans 167726d971 session scan + results 3 жил өмнө
.gitignore a11917b7fb local features + autoencoder 3 жил өмнө
Kadaverbilder_leer.csv 27aa92b698 annotator 3 жил өмнө
analyze_dataset.ipynb 167726d971 session scan + results 3 жил өмнө
annotations.npy 27aa92b698 annotator 3 жил өмнө
approach1a_basic_frame_differencing.ipynb 040729b177 quick labeling, more plots 3 жил өмнө
approach1b_histograms.ipynb f3916a4103 plots 3 жил өмнө
approach1b_results.npy fdf054dfe2 histogram approach 3 жил өмнө
approach2_background_estimation.ipynb 040729b177 quick labeling, more plots 3 жил өмнө
approach3_local_features.ipynb 88e5ee155e new results 3 жил өмнө
approach4_ae1.png a11917b7fb local features + autoencoder 3 жил өмнө
approach4_ae2.png a11917b7fb local features + autoencoder 3 жил өмнө
approach4_ae2_noise.png a11917b7fb local features + autoencoder 3 жил өмнө
approach4_autoencoder.ipynb 88e5ee155e new results 3 жил өмнө
check_csv.ipynb 5e5c0018c7 autoencoder - proper KDE 3 жил өмнө
dataset_stats.npy 211141371e initial commit 3 жил өмнө
day_vs_night.ipynb f3916a4103 plots 3 жил өмнө
eval_autoencoder.py 5e5c0018c7 autoencoder - proper KDE 3 жил өмнө
eval_bow.py 040729b177 quick labeling, more plots 3 жил өмнө
exp1a_annotations.npy 2faf3966fd basic frame differencing notebook 3 жил өмнө
experiments.ipynb 211141371e initial commit 3 жил өмнө
frame_differencing.ipynb 2faf3966fd basic frame differencing notebook 3 жил өмнө
get_image_exif.ipynb 211141371e initial commit 3 жил өмнө
lapseDates_1.npy 211141371e initial commit 3 жил өмнө
motionDates_1.npy 211141371e initial commit 3 жил өмнө
quick_label.py 040729b177 quick labeling, more plots 3 жил өмнө
resize_session.ipynb 6686087b7c BOW train script 3 жил өмнө
results.ipynb 88e5ee155e new results 3 жил өмнө
scan_sessions.ipynb 9d8148f751 frame differencing approaches (generally not successful) 3 жил өмнө
scan_sessions.txt 167726d971 session scan + results 3 жил өмнө
train_autoencoder.py 3a72516fae BOW experiments, autoencoder KDE 3 жил өмнө
train_bow.py 040729b177 quick labeling, more plots 3 жил өмнө