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

Felix Kleinsteuber d7d2362438 more eval 3 سال پیش
Cache_NoBackup d0c133cc7e began local feature approach 4 سال پیش
imgs d7d2362438 more eval 3 سال پیش
plots d7d2362438 more eval 3 سال پیش
py d7d2362438 more eval 3 سال پیش
session_scans 007915bc0a more results 3 سال پیش
visualization d7d2362438 more eval 3 سال پیش
.gitignore d7d2362438 more eval 3 سال پیش
Kadaverbilder_leer.csv 27aa92b698 annotator 4 سال پیش
analyze_dataset.ipynb 167726d971 session scan + results 4 سال پیش
analyze_labels.ipynb 7cbdf96e91 autoencoder experiments 3 سال پیش
annotations.npy 27aa92b698 annotator 4 سال پیش
approach1a_basic_frame_differencing.ipynb d7d2362438 more eval 3 سال پیش
approach1a_difference_image.png 7cbdf96e91 autoencoder experiments 3 سال پیش
approach1a_difference_image2.png 7cbdf96e91 autoencoder experiments 3 سال پیش
approach1a_gaussianworksbetter_sigma0.png 7cbdf96e91 autoencoder experiments 3 سال پیش
approach1a_gaussianworksbetter_sigma4.png 7cbdf96e91 autoencoder experiments 3 سال پیش
approach1b_histograms.ipynb f3916a4103 plots 3 سال پیش
approach1b_results.npy fdf054dfe2 histogram approach 4 سال پیش
approach2_background_estimation.ipynb d7d2362438 more eval 3 سال پیش
approach2_bad_example_imgs.png 7cbdf96e91 autoencoder experiments 3 سال پیش
approach2_bad_example_median.png 7cbdf96e91 autoencoder experiments 3 سال پیش
approach2_good_example_imgs.png 7cbdf96e91 autoencoder experiments 3 سال پیش
approach2_good_example_median.png 7cbdf96e91 autoencoder experiments 3 سال پیش
approach3_dsift.png d7d2362438 more eval 3 سال پیش
approach3_keypoints.pdf d7d2362438 more eval 3 سال پیش
approach3_keypoints_lapse.pdf d7d2362438 more eval 3 سال پیش
approach3_local_features.ipynb d7d2362438 more eval 3 سال پیش
approach4_ae1.png a11917b7fb local features + autoencoder 4 سال پیش
approach4_ae2.png a11917b7fb local features + autoencoder 4 سال پیش
approach4_ae2_noise.png a11917b7fb local features + autoencoder 4 سال پیش
approach4_autoencoder.ipynb d7d2362438 more eval 3 سال پیش
approach4_difficult_anomalous_beaver_01.png d7d2362438 more eval 3 سال پیش
approach4_difficult_anomalous_marten_01.png d7d2362438 more eval 3 سال پیش
approach4_difficult_normal_beaver_01.png d7d2362438 more eval 3 سال پیش
approach4_difficult_normal_marten_01.png d7d2362438 more eval 3 سال پیش
approach4_easy_anomalous_beaver_01.png d7d2362438 more eval 3 سال پیش
approach4_easy_anomalous_marten_01.png d7d2362438 more eval 3 سال پیش
approach4_easy_normal_beaver_01.png d7d2362438 more eval 3 سال پیش
approach4_easy_normal_marten_01.png d7d2362438 more eval 3 سال پیش
approach4_reconstructions.png 7cbdf96e91 autoencoder experiments 3 سال پیش
approach4_reconstructions_beaver01.png 7cbdf96e91 autoencoder experiments 3 سال پیش
autoencoder_experiments.ipynb 7cbdf96e91 autoencoder experiments 3 سال پیش
check_csv.ipynb 5e5c0018c7 autoencoder - proper KDE 4 سال پیش
dataset_stats.npy 211141371e initial commit 4 سال پیش
day_vs_night.ipynb f3916a4103 plots 3 سال پیش
eval_autoencoder.py d7d2362438 more eval 3 سال پیش
eval_bow.py d7d2362438 more eval 3 سال پیش
exp1a_annotations.npy 2faf3966fd basic frame differencing notebook 4 سال پیش
experiments.ipynb 211141371e initial commit 4 سال پیش
frame_differencing.ipynb 2faf3966fd basic frame differencing notebook 4 سال پیش
generate_lapseless_session.ipynb 007915bc0a more results 3 سال پیش
get_image_exif.ipynb 211141371e initial commit 4 سال پیش
lapseDates_1.npy 211141371e initial commit 4 سال پیش
motionDates_1.npy 211141371e initial commit 4 سال پیش
quick_label.py 007915bc0a more results 3 سال پیش
read_csv_annotations.ipynb 007915bc0a more results 3 سال پیش
resize_session.ipynb 007915bc0a more results 3 سال پیش
results.ipynb d7d2362438 more eval 3 سال پیش
scan_sessions.ipynb 9d8148f751 frame differencing approaches (generally not successful) 4 سال پیش
scan_sessions.txt 167726d971 session scan + results 4 سال پیش
train_autoencoder.py d7d2362438 more eval 3 سال پیش
train_bow.py d7d2362438 more eval 3 سال پیش