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searchwing-bilderkennung [2019/11/27 23:04] beckmanf added jpeg compression paper |
searchwing-bilderkennung [2021/05/31 22:03] (current) beckmanf added SE2 Projektarbeit Kamera |
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| By analysing the image with we receive from the camera, we can detect boats on the sea. To achieve this, different algorithms and approaches from the image processing and deep learning domain can be used. | By analysing the image with we receive from the camera, we can detect boats on the sea. To achieve this, different algorithms and approaches from the image processing and deep learning domain can be used. | ||
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| + | ===== Camera ===== | ||
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| + | {{ ::g2-picam.pdf | S. Keller, K. Dierig, L. Range, "SearchWing - Messung des Energieverbrauchs eines Raspberry Pi und Charakterisierung des Kamersystems", Projektarbeit, WS 2020/21}} | ||
| ===== Compression effects on detection ===== | ===== Compression effects on detection ===== | ||
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| [[https://media.freifunk.net/v/35c3oio-77-detection-of-refugee-boats-on-the-mediterranean-with-a-drone-by-using-foss|Click to go to the video]] | [[https://media.freifunk.net/v/35c3oio-77-detection-of-refugee-boats-on-the-mediterranean-with-a-drone-by-using-foss|Click to go to the video]] | ||
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| + | ===== Anomaly detection using FFT ===== | ||
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| + | {{:screenshot_from_2020-05-18_09-05-03.png?600|}} | ||
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| + | Paper: https://cloud.hs-augsburg.de/s/KNiMLrY5P6H4JXJ | ||
| ===== Imagerecognition by using a OpenCV Haar Cascade Classifier ===== | ===== Imagerecognition by using a OpenCV Haar Cascade Classifier ===== | ||