Cristian Axenie / Project SPIDER - Team NeurOhm Brainchip Akida Public
Target: BrainChip AKD1000 or AKD1500 Clone this project

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Set the 'expected outcome' for each sample to the desired outcome to automatically score the impulse.

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Sample name Expected outcome F1 score Result
event-based-dataset2-video.s2758 - 100%
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event-based-dataset2-video.s2752 - 100%
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event-based-dataset2-video.s2698 pedestrian, pedestrian 66%
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event-based-dataset2-video.s2675 pedestrian, pedestrian 100%
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event-based-dataset2-video.s2627 pedestrian 100%
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event-based-dataset2-video.s2597 pedestrian 100%
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event-based-dataset2-video.s2573 pedestrian 100%
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event-based-dataset2-video.s2561 pedestrian 100%
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event-based-dataset2-video.s2543 - 0%
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event-based-dataset2-video.s2519 - 100%
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event-based-dataset2-video.s2502 pedestrian 100%
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event-based-dataset2-video.s2478 pedestrian 100%
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event-based-dataset2-video.s2406 - 100%
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event-based-dataset2-video.s2382 - 100%
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event-based-dataset2-video.s2376 - 100%
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event-based-dataset2-video.s2358 pedestrian 100%
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event-based-dataset2-video.s2346 pedestrian 100%
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event-based-dataset2-video.s2334 pedestrian 0%
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event-based-dataset2-video.s2299 pedestrian 50%
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event-based-dataset2-video.s2293 pedestrian, pedestrian 0%
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event-based-dataset2-video.s2257 pedestrian 100%
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event-based-dataset2-video.s2191 pedestrian, pedestrian 80%
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event-based-dataset2-video.s2173 pedestrian, pedestrian 100%
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event-based-dataset2-video.s2144 pedestrian, pedestrian 100%
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event-based-dataset2-video.s2042 pedestrian 100%
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event-based-dataset2-video.s2006 pedestrian 100%
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event-based-dataset2-video.s2000 pedestrian 100%
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event-based-dataset2-video.s1965 pedestrian 100%
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event-based-dataset2-video.s1935 pedestrian 100%
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event-based-dataset2-video.s1929 pedestrian 66%
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event-based-dataset2-video.s1917 bicyclist, pedestrian 66%
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event-based-dataset2-video.s1881 pedestrian 0%
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event-based-dataset2-video.s1857 pedestrian 100%
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event-based-dataset2-video.s1839 pedestrian 100%
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event-based-dataset2-video.s1660 pedestrian 100%
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event-based-dataset2-video.s1624 pedestrian 100%
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event-based-dataset2-video.s1613 pedestrian 100%
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event-based-dataset2-video.s1595 pedestrian 80%
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event-based-dataset2-video.s1529 pedestrian 80%
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event-based-dataset2-video.s1499 pedestrian, pedestrian 100%
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event-based-dataset2-video.s1493 pedestrian, pedestrian 100%
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event-based-dataset2-video.s1445 - 100%
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event-based-dataset2-video.s1439 - 0%
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event-based-dataset2-video.s1410 pedestrian 100%
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event-based-dataset2-video.s1404 pedestrian 100%
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event-based-dataset2-video.s1368 pedestrian 100%
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event-based-dataset2-video.s1362 pedestrian 100%
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event-based-dataset2-video.s1266 pedestrian, pedestrian 100%
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event-based-dataset2-video.s1255 pedestrian, pedestrian 85%
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event-based-dataset2-video.s1249 pedestrian, pedestrian 100%
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event-based-dataset2-video.s1219 pedestrian, pedestrian 100%
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event-based-dataset2-video.s1135 pedestrian 100%
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event-based-dataset2-video.s1123 - 100%
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event-based-dataset2-video.s1093 - 100%
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event-based-dataset2-video.s1087 - 100%
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event-based-dataset2-video.s1081 - 100%
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event-based-dataset2-video.s1004 pedestrian 100%
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event-based-dataset2-video.s992 pedestrian 100%
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event-based-dataset2-video.s974 - 100%
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event-based-dataset2-video.s897 pedestrian 44%
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event-based-dataset2-video.s873 pedestrian, pedestrian 80%
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event-based-dataset2-video.s867 pedestrian, pedestrian 100%
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event-based-dataset2-video.s825 - 0%
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event-based-dataset2-video.s807 pedestrian 100%
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event-based-dataset2-video.s747 - 0%
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event-based-dataset2-video.s688 pedestrian 50%
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event-based-dataset2-video.s664 pedestrian 66%
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event-based-dataset2-video.s640 pedestrian 66%
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event-based-dataset2-video.s604 pedestrian 100%
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event-based-dataset2-video.s598 pedestrian 80%
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event-based-dataset2-video.s568 pedestrian 66%
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event-based-dataset2-video.s562 pedestrian 100%
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event-based-dataset2-video.s550 pedestrian 66%
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event-based-dataset2-video.s509 pedestrian 50%
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event-based-dataset2-video.s318 pedestrian 0%
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event-based-dataset2-video.s258 pedestrian 66%
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event-based-dataset2-video.s240 pedestrian, pedestrian 66%
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event-based-dataset2-video.s210 pedestrian, pedestrian 80%
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event-based-dataset2-video.s192 pedestrian, pedestrian, pedestrian 85%
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event-based-dataset2-video.s169 pedestrian, pedestrian, pedestrian 85%
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event-based-dataset2-video.s151 pedestrian, pedestrian, pedestrian 100%
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event-based-dataset2-video.s121 pedestrian, pedestrian 85%
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event-based-dataset2-video.s91 pedestrian, pedestrian 80%
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event-based-dataset2-video.s73 pedestrian, pedestrian 100%
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event-based-dataset2-video.s55 pedestrian 100%
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event-based-dataset2-video.s43 pedestrian 66%
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event-based-dataset3-video.s1475 - 100%
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event-based-dataset3-video.s1445 - 100%
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event-based-dataset3-video.s1416 - 100%
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event-based-dataset3-video.s1392 - 100%
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event-based-dataset3-video.s1368 bicyclist 0%
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event-based-dataset3-video.s1338 - 100%
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event-based-dataset3-video.s1314 - 100%
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event-based-dataset3-video.s1296 pedestrian 66%
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event-based-dataset3-video.s1266 pedestrian 100%
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event-based-dataset3-video.s1237 - 100%
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event-based-dataset3-video.s1207 pedestrian 100%
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event-based-dataset3-video.s1183 - 100%
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event-based-dataset3-video.s1141 pedestrian 100%
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event-based-dataset3-video.s1111 - 100%
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event-based-dataset3-video.s1081 - 100%
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event-based-dataset3-video.s1058 - 100%
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event-based-dataset3-video.s1028 - 0%
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event-based-dataset3-video.s980 pedestrian 100%
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event-based-dataset3-video.s950 - 100%
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event-based-dataset3-video.s902 pedestrian 100%
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event-based-dataset3-video.s873 - 100%
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event-based-dataset3-video.s849 - 100%
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event-based-dataset3-video.s825 pedestrian 100%
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event-based-dataset3-video.s795 bicyclist 0%
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event-based-dataset3-video.s777 - 100%
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event-based-dataset3-video.s747 - 100%
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event-based-dataset3-video.s717 - 100%
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event-based-dataset3-video.s694 pedestrian 100%
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event-based-dataset3-video.s664 pedestrian, pedestrian 66%
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event-based-dataset3-video.s622 pedestrian 100%
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event-based-dataset3-video.s592 pedestrian, pedestrian 66%
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event-based-dataset3-video.s562 - 0%
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event-based-dataset3-video.s533 - 0%
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event-based-dataset3-video.s503 pedestrian 100%
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event-based-dataset3-video.s455 - 100%
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event-based-dataset3-video.s383 - 100%
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event-based-dataset3-video.s354 pedestrian 0%
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event-based-dataset3-video.s324 pedestrian 0%
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event-based-dataset3-video.s300 pedestrian 0%
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event-based-dataset3-video.s276 - 100%
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event-based-dataset3-video.s246 pedestrian, pedestrian 50%
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event-based-dataset3-video.s222 pedestrian 100%
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event-based-dataset3-video.s204 pedestrian 0%
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event-based-dataset3-video.s175 pedestrian 100%
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event-based-dataset3-video.s145 bicyclist, pedestrian 0%
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event-based-dataset3-video.s115 pedestrian 100%
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event-based-dataset3-video.s91 - 100%
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event-based-dataset3-video.s67 pedestrian, pedestrian 50%
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event-based-dataset3-video.s43 pedestrian 100%
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event-based-dataset3-video.s19 pedestrian 0%
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event-based-dataset1-video.s2848 - 100%
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event-based-dataset1-video.s2824 - 0%
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event-based-dataset1-video.s2806 - 100%
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event-based-dataset1-video.s2758 pedestrian, pedestrian 66%
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event-based-dataset1-video.s2734 pedestrian 0%
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event-based-dataset1-video.s2716 - 0%
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event-based-dataset1-video.s2687 - 100%
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event-based-dataset1-video.s2681 - 100%
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event-based-dataset1-video.s2615 - 100%
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event-based-dataset1-video.s2603 - 100%
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event-based-dataset1-video.s2549 - 100%
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event-based-dataset1-video.s2513 - 100%
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event-based-dataset1-video.s2454 - 100%
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event-based-dataset1-video.s2370 pedestrian 100%
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event-based-dataset1-video.s2364 - 100%
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event-based-dataset1-video.s2340 - 0%
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event-based-dataset1-video.s2311 - 100%
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event-based-dataset1-video.s2299 - 100%
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event-based-dataset1-video.s2281 - 100%
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event-based-dataset1-video.s2257 - 100%
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event-based-dataset1-video.s2233 - 100%
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event-based-dataset1-video.s2203 - 100%
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event-based-dataset1-video.s2179 pedestrian 100%
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event-based-dataset1-video.s2155 pedestrian 100%
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event-based-dataset1-video.s2144 pedestrian 100%
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event-based-dataset1-video.s2084 - 0%
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event-based-dataset1-video.s2066 pedestrian 100%
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event-based-dataset1-video.s2036 pedestrian, pedestrian 50%
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event-based-dataset1-video.s2018 pedestrian, pedestrian 100%
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event-based-dataset1-video.s2012 pedestrian, pedestrian 66%
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event-based-dataset1-video.s1965 pedestrian, pedestrian 85%
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event-based-dataset1-video.s1899 bicyclist, pedestrian 100%
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event-based-dataset1-video.s1851 bicyclist, bicyclist, bicyclist, bicyclist 0%
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event-based-dataset1-video.s1839 bicyclist, bicyclist, bicyclist 50%
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event-based-dataset1-video.s1809 bicyclist, bicyclist 0%
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event-based-dataset1-video.s1732 bicyclist, bicyclist 100%
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event-based-dataset1-video.s1696 bicyclist, bicyclist, bicyclist 50%
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event-based-dataset1-video.s1642 bicyclist, bicyclist, bicyclist 80%
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event-based-dataset1-video.s1613 bicyclist, bicyclist, pedestrian 85%
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event-based-dataset1-video.s1595 bicyclist, bicyclist, bicyclist, pedestrian 90%
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event-based-dataset1-video.s1571 bicyclist, bicyclist, pedestrian 80%
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event-based-dataset1-video.s1553 bicyclist, bicyclist, pedestrian 85%
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event-based-dataset1-video.s1517 bicyclist, bicyclist, pedestrian 66%
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event-based-dataset1-video.s1469 bicyclist, bicyclist, bicyclist 50%
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event-based-dataset1-video.s1416 bicyclist, bicyclist 100%
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event-based-dataset1-video.s1386 bicyclist, bicyclist, bicyclist 33%
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event-based-dataset1-video.s1344 bicyclist, bicyclist, bicyclist, bicyclist, pedestrian 66%
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event-based-dataset1-video.s1332 bicyclist, bicyclist, bicyclist, pedestrian 66%
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event-based-dataset1-video.s1302 bicyclist, bicyclist, pedestrian 50%
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event-based-dataset1-video.s1255 - 100%
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event-based-dataset1-video.s1243 pedestrian 66%
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event-based-dataset1-video.s1213 pedestrian 100%
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event-based-dataset1-video.s1207 - 100%
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event-based-dataset1-video.s1195 - 100%
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event-based-dataset1-video.s1093 pedestrian, pedestrian, pedestrian 80%
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event-based-dataset1-video.s1076 pedestrian, pedestrian 100%
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event-based-dataset1-video.s1058 pedestrian, pedestrian, pedestrian 100%
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event-based-dataset1-video.s1040 bicyclist 0%
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event-based-dataset1-video.s1016 pedestrian 100%
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event-based-dataset1-video.s998 pedestrian 66%
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event-based-dataset1-video.s986 pedestrian 100%
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event-based-dataset1-video.s962 pedestrian 100%
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event-based-dataset1-video.s944 pedestrian 0%
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event-based-dataset1-video.s926 pedestrian 100%
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event-based-dataset1-video.s914 - 100%
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event-based-dataset1-video.s879 - 0%
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event-based-dataset1-video.s867 pedestrian 100%
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event-based-dataset1-video.s837 pedestrian 100%
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event-based-dataset1-video.s783 pedestrian 100%
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event-based-dataset1-video.s777 pedestrian 66%
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event-based-dataset1-video.s688 pedestrian 100%
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event-based-dataset1-video.s682 pedestrian 100%
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event-based-dataset1-video.s646 pedestrian 66%
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event-based-dataset1-video.s628 pedestrian 0%
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event-based-dataset1-video.s580 pedestrian 100%
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event-based-dataset1-video.s449 - 100%
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event-based-dataset1-video.s425 - 100%
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event-based-dataset1-video.s359 pedestrian 100%
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event-based-dataset1-video.s318 pedestrian 100%
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event-based-dataset1-video.s312 pedestrian 85%
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event-based-dataset1-video.s276 - 100%
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event-based-dataset1-video.s216 - 100%
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event-based-dataset1-video.s186 - 100%
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event-based-dataset1-video.s169 - 100%
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event-based-dataset1-video.s145 - 100%
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event-based-dataset1-video.s97 pedestrian 100%
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event-based-dataset1-video.s37 pedestrian 100%
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Model testing output

Results

Model version:
Accuracy
71.30%

Confusion matrix

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Feature explorer

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