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

Felix Kleinsteuber 7cbdf96e91 autoencoder experiments 3 years ago
Cache_NoBackup d0c133cc7e began local feature approach 3 years ago
plots 7cbdf96e91 autoencoder experiments 3 years ago
py 7cbdf96e91 autoencoder experiments 3 years ago
session_scans 007915bc0a more results 3 years ago
.gitignore a11917b7fb local features + autoencoder 3 years ago
Kadaverbilder_leer.csv 27aa92b698 annotator 4 years ago
analyze_dataset.ipynb 167726d971 session scan + results 4 years ago
analyze_labels.ipynb 7cbdf96e91 autoencoder experiments 3 years ago
annotations.npy 27aa92b698 annotator 4 years ago
approach1a_basic_frame_differencing.ipynb 7cbdf96e91 autoencoder experiments 3 years ago
approach1a_difference_image.png 7cbdf96e91 autoencoder experiments 3 years ago
approach1a_difference_image2.png 7cbdf96e91 autoencoder experiments 3 years ago
approach1a_gaussianworksbetter_sigma0.png 7cbdf96e91 autoencoder experiments 3 years ago
approach1a_gaussianworksbetter_sigma4.png 7cbdf96e91 autoencoder experiments 3 years ago
approach1b_histograms.ipynb f3916a4103 plots 3 years ago
approach1b_results.npy fdf054dfe2 histogram approach 3 years ago
approach2_background_estimation.ipynb 7cbdf96e91 autoencoder experiments 3 years ago
approach2_bad_example_imgs.png 7cbdf96e91 autoencoder experiments 3 years ago
approach2_bad_example_median.png 7cbdf96e91 autoencoder experiments 3 years ago
approach2_good_example_imgs.png 7cbdf96e91 autoencoder experiments 3 years ago
approach2_good_example_median.png 7cbdf96e91 autoencoder experiments 3 years ago
approach3_dsift.png 7cbdf96e91 autoencoder experiments 3 years ago
approach3_local_features.ipynb 7cbdf96e91 autoencoder experiments 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 7cbdf96e91 autoencoder experiments 3 years ago
approach4_reconstructions.png 7cbdf96e91 autoencoder experiments 3 years ago
approach4_reconstructions_beaver01.png 7cbdf96e91 autoencoder experiments 3 years ago
autoencoder_experiments.ipynb 7cbdf96e91 autoencoder experiments 3 years ago
check_csv.ipynb 5e5c0018c7 autoencoder - proper KDE 3 years ago
dataset_stats.npy 211141371e initial commit 4 years ago
day_vs_night.ipynb f3916a4103 plots 3 years ago
eval_autoencoder.py 7cbdf96e91 autoencoder experiments 3 years ago
eval_bow.py 007915bc0a more results 3 years ago
exp1a_annotations.npy 2faf3966fd basic frame differencing notebook 4 years ago
experiments.ipynb 211141371e initial commit 4 years ago
frame_differencing.ipynb 2faf3966fd basic frame differencing notebook 4 years ago
generate_lapseless_session.ipynb 007915bc0a more results 3 years ago
get_image_exif.ipynb 211141371e initial commit 4 years ago
lapseDates_1.npy 211141371e initial commit 4 years ago
motionDates_1.npy 211141371e initial commit 4 years ago
quick_label.py 007915bc0a more results 3 years ago
read_csv_annotations.ipynb 007915bc0a more results 3 years ago
resize_session.ipynb 007915bc0a more results 3 years ago
results.ipynb 7cbdf96e91 autoencoder experiments 3 years ago
scan_sessions.ipynb 9d8148f751 frame differencing approaches (generally not successful) 4 years ago
scan_sessions.txt 167726d971 session scan + results 4 years ago
train_autoencoder.py 7cbdf96e91 autoencoder experiments 3 years ago
train_bow.py 007915bc0a more results 3 years ago