Dmitry / Face detection - FOMO Public
Target: Himax WiseEye2 (Cortex-M55 400 MHz) + Ethos-U55-64 Clone this project

Test data

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Model variants
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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 Precision score Result
testing.33dnh9vi face 80%
Show classification Show in data acquisition Show in feature explorer
unknown.331l2hs7 face 80%
Show classification Show in data acquisition Show in feature explorer
unknown.331l2f6p face 80%
Show classification Show in data acquisition Show in feature explorer
unknown.331l29hd face 89%
Show classification Show in data acquisition Show in feature explorer
unknown.331l27ck face 80%
Show classification Show in data acquisition Show in feature explorer
unknown.331kbq22 face 80%
Show classification Show in data acquisition Show in feature explorer
unknown.331kbm0b face 89%
Show classification Show in data acquisition Show in feature explorer
unknown.331kbdp1 face 69%
Show classification Show in data acquisition Show in feature explorer
face.2v59mbj5 face 89%
Show classification Show in data acquisition Show in feature explorer
face.2v59m42a face 89%
Show classification Show in data acquisition Show in feature explorer
face.2v59k9mp face 89%
Show classification Show in data acquisition Show in feature explorer
37627.2u8dhhec face 80%
Show classification Show in data acquisition Show in feature explorer
37691.2u8dhgok face, face 50%
Show classification Show in data acquisition Show in feature explorer
37698.2u8dhg9r face 60%
Show classification Show in data acquisition Show in feature explorer
37702.2u8dhgfh face 89%
Show classification Show in data acquisition Show in feature explorer
37690.2u8dhg52 face 100%
Show classification Show in data acquisition Show in feature explorer
37703.2u8dhfm4 face 69%
Show classification Show in data acquisition Show in feature explorer
37697.2u8dhdv1 face, face 72%
Show classification Show in data acquisition Show in feature explorer
37695.2u8dhdho face 80%
Show classification Show in data acquisition Show in feature explorer
37694.2u8dhd6u face 89%
Show classification Show in data acquisition Show in feature explorer
37672.2u8dhd5q face 69%
Show classification Show in data acquisition Show in feature explorer
37692.2u8dhcrs face, face 70%
Show classification Show in data acquisition Show in feature explorer
37679.2u8dhcf4 face, face 50%
Show classification Show in data acquisition Show in feature explorer
37668.2u8dhc64 face 89%
Show classification Show in data acquisition Show in feature explorer
37686.2u8dhb78 face, face 0%
Show classification Show in data acquisition Show in feature explorer
37689.2u8dhaka face 89%
Show classification Show in data acquisition Show in feature explorer
37660.2u8dh9ll face, face 95%
Show classification Show in data acquisition Show in feature explorer
37683.2u8dh7vd face, face 85%
Show classification Show in data acquisition Show in feature explorer
37684.2u8dh7bm face, face, face 63%
Show classification Show in data acquisition Show in feature explorer
37685.2u8dh76i face, face 40%
Show classification Show in data acquisition Show in feature explorer
37670.2u8dh5ei face, face 0%
Show classification Show in data acquisition Show in feature explorer
37682.2u8dh5ep face 89%
Show classification Show in data acquisition Show in feature explorer
37673.2u8dh54j face 89%
Show classification Show in data acquisition Show in feature explorer
37687.2u8dh3o8 face 0%
Show classification Show in data acquisition Show in feature explorer
37678.2u8dh3fs face 69%
Show classification Show in data acquisition Show in feature explorer
37664.2u8dh25k face 0%
Show classification Show in data acquisition Show in feature explorer
37677.2u8dh0sg face, face 89%
Show classification Show in data acquisition Show in feature explorer
37681.2u8dh0r6 face 69%
Show classification Show in data acquisition Show in feature explorer
37671.2u8dh018 face 89%
Show classification Show in data acquisition Show in feature explorer
37653.2u8dgui8 face, face 35%
Show classification Show in data acquisition Show in feature explorer
37650.2u8dgu6n face 80%
Show classification Show in data acquisition Show in feature explorer
37655.2u8dgtsg face 69%
Show classification Show in data acquisition Show in feature explorer
37657.2u8dgtoa face 89%
Show classification Show in data acquisition Show in feature explorer
37667.2u8dgtg0 face, face, face, face, face 66%
Show classification Show in data acquisition Show in feature explorer
37663.2u8dgtc6 face, face 85%
Show classification Show in data acquisition Show in feature explorer
37676.2u8dgslu face 100%
Show classification Show in data acquisition Show in feature explorer
37675.2u8dgs7m face 89%
Show classification Show in data acquisition Show in feature explorer
37651.2u8dgqvk face, face, face, face, face 70%
Show classification Show in data acquisition Show in feature explorer
37666.2u8dgp98 face 89%
Show classification Show in data acquisition Show in feature explorer
37662.2u8dgou5 face 89%
Show classification Show in data acquisition Show in feature explorer
37665.2u8dgosu face 69%
Show classification Show in data acquisition Show in feature explorer
37646.2u8dgocj face 89%
Show classification Show in data acquisition Show in feature explorer
37669.2u8dgnne face 80%
Show classification Show in data acquisition Show in feature explorer
37635.2u8dgmaq face 89%
Show classification Show in data acquisition Show in feature explorer
37658.2u8dglhg face 89%
Show classification Show in data acquisition Show in feature explorer
37661.2u8dgk9p face 0%
Show classification Show in data acquisition Show in feature explorer
37643.2u8dgjra face, face, face 81%
Show classification Show in data acquisition Show in feature explorer
37654.2u8dgj3k face 0%
Show classification Show in data acquisition Show in feature explorer
37605.2u8dgih3 face, face, face 89%
Show classification Show in data acquisition Show in feature explorer
37645.2u8dgiln face, face 85%
Show classification Show in data acquisition Show in feature explorer
37648.2u8dgii5 face, face, face 49%
Show classification Show in data acquisition Show in feature explorer
37644.2u8dggqr face, face 89%
Show classification Show in data acquisition Show in feature explorer
37656.2u8dggpf face 89%
Show classification Show in data acquisition Show in feature explorer
37634.2u8dgfft face, face 100%
Show classification Show in data acquisition Show in feature explorer
37622.2u8dgeqk face 89%
Show classification Show in data acquisition Show in feature explorer
37649.2u8dgf24 face 0%
Show classification Show in data acquisition Show in feature explorer
37639.2u8dge42 face 69%
Show classification Show in data acquisition Show in feature explorer
37647.2u8dge07 face 89%
Show classification Show in data acquisition Show in feature explorer
37652.2u8dgd4d face 0%
Show classification Show in data acquisition Show in feature explorer
37632.2u8dgcb2 face 89%
Show classification Show in data acquisition Show in feature explorer
37628.2u8dgbfu face 89%
Show classification Show in data acquisition Show in feature explorer
37640.2u8dga41 face, face, face 59%
Show classification Show in data acquisition Show in feature explorer
37638.2u8dg9vg face, face, face, face, face 42%
Show classification Show in data acquisition Show in feature explorer
37629.2u8dg9im face 100%
Show classification Show in data acquisition Show in feature explorer
37641.2u8dg9f6 face 89%
Show classification Show in data acquisition Show in feature explorer
37642.2u8dg922 face 80%
Show classification Show in data acquisition Show in feature explorer
37620.2u8dg882 face 80%
Show classification Show in data acquisition Show in feature explorer
37633.2u8dg7sv face 89%
Show classification Show in data acquisition Show in feature explorer
37621.2u8dg6t6 face 100%
Show classification Show in data acquisition Show in feature explorer
37636.2u8dg6r1 face 89%
Show classification Show in data acquisition Show in feature explorer
37624.2u8dg6c7 face 0%
Show classification Show in data acquisition Show in feature explorer
37625.2u8dg46a face, face, face, face 30%
Show classification Show in data acquisition Show in feature explorer
37630.2u8dg2ve face, face, face 89%
Show classification Show in data acquisition Show in feature explorer
37631.2u8dg2va face, face 85%
Show classification Show in data acquisition Show in feature explorer
37617.2u8dg0j6 face, face, face 40%
Show classification Show in data acquisition Show in feature explorer
37609.2u8dg0hl face, face 85%
Show classification Show in data acquisition Show in feature explorer
37604.2u8dg07r face, face 100%
Show classification Show in data acquisition Show in feature explorer
37623.2u8dg01t face 69%
Show classification Show in data acquisition Show in feature explorer
37612.2u8dfvr0 face 100%
Show classification Show in data acquisition Show in feature explorer
37619.2u8dftjk face, face 45%
Show classification Show in data acquisition Show in feature explorer
37603.2u8dft0u face 0%
Show classification Show in data acquisition Show in feature explorer
37626.2u8dft6o face 69%
Show classification Show in data acquisition Show in feature explorer
37615.2u8dfsdv face, face, face 89%
Show classification Show in data acquisition Show in feature explorer
37616.2u8dfrpc face 80%
Show classification Show in data acquisition Show in feature explorer
37618.2u8dfriq face, face, face 59%
Show classification Show in data acquisition Show in feature explorer
37572.2u8dfqph face 89%
Show classification Show in data acquisition Show in feature explorer
37613.2u8dfqe5 face, face, face 89%
Show classification Show in data acquisition Show in feature explorer
37606.2u8dfoqp face 60%
Show classification Show in data acquisition Show in feature explorer
37598.2u8dfo82 face 69%
Show classification Show in data acquisition Show in feature explorer
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Model testing output

Results

Model version:
Accuracy
60.61%

Metrics for Object detection

Metric Value
mAP 0.30
mAP@[IoU=50] 0.78
mAP@[IoU=75] 0.10
mAP@[area=small] 0.00
mAP@[area=medium] 0.32
mAP@[area=large] 0.28
Recall@[max_detections=1] 0.28
Recall@[max_detections=10] 0.37
Recall@[max_detections=100] 0.37
Recall@[area=small] 0.00
Recall@[area=medium] 0.39
Recall@[area=large] 0.43

Confusion matrix

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Feature explorer

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