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

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