Demo Team / Hard hat detection - Public Project Public
Target: Cortex-M4F 80MHz Clone this project

Test data

Set confidence thresholds
Model variants
Test 'Unoptimized (float32)' model Test 'Quantized (int8)' model
Set the 'expected outcome' for each sample to the desired outcome to automatically score the impulse.
Sample name Expected outcome Precision score Result
-.27in02j8 hardhat, head 94%
Show classification Show in data acquisition
-.27in01ij hardhat, head 37%
Show classification Show in data acquisition
-.27imvi4p hardhat, head 0%
Show classification Show in data acquisition
-.27imvhls hardhat 100%
Show classification Show in data acquisition
testing.27ikod8l head 89%
Show classification Show in data acquisition
-.27ikobka hardhat 0%
Show classification Show in data acquisition
-.27ikoad2 head 89%
Show classification Show in data acquisition
testing.27iko78i head 89%
Show classification Show in data acquisition
testing.27iko73j head 80%
Show classification Show in data acquisition
testing.27iko6ff head 80%
Show classification Show in data acquisition
testing.27iko5d6 hardhat 0%
Show classification Show in data acquisition
testing.27iko58p head 0%
Show classification Show in data acquisition
testing.27iko4l9 head 89%
Show classification Show in data acquisition
-.27iko2qu head 89%
Show classification Show in data acquisition
-.27iko2mt head 80%
Show classification Show in data acquisition
-.27iko2ii head 100%
Show classification Show in data acquisition
-.27iko2dn head 100%
Show classification Show in data acquisition
-.27iko294 head 100%
Show classification Show in data acquisition
-.27iko1rp head 100%
Show classification Show in data acquisition
-.27iko145 head 100%
Show classification Show in data acquisition
-.27iko17q head 89%
Show classification Show in data acquisition
-.27iko0o7 head 0%
Show classification Show in data acquisition
-.27iko081 head 89%
Show classification Show in data acquisition
-.27iknvil head 89%
Show classification Show in data acquisition
-.27iknvc1 head 80%
Show classification Show in data acquisition
-.27iknurh hardhat 80%
Show classification Show in data acquisition
-.27ikntb7 head 89%
Show classification Show in data acquisition
-.27iknt8p hardhat 100%
Show classification Show in data acquisition
-.27ikns92 head 89%
Show classification Show in data acquisition
-.27iknrvd head 80%
Show classification Show in data acquisition
-.27iknrs7 head 80%
Show classification Show in data acquisition
-.27iknrj3 head 89%
Show classification Show in data acquisition
-.27iknqj8 hardhat 89%
Show classification Show in data acquisition
-.27iknqe4 hardhat 89%
Show classification Show in data acquisition
-.27iknoph hardhat 89%
Show classification Show in data acquisition
-.27iknns4 head 89%
Show classification Show in data acquisition
-.27iknndb head 89%
Show classification Show in data acquisition
-.27iknnaa head 100%
Show classification Show in data acquisition
-.27iknme7 hardhat 89%
Show classification Show in data acquisition
-.27iknm7b head 55%
Show classification Show in data acquisition
-.27iknlbf head 89%
Show classification Show in data acquisition
-.27iknk2e hardhat 0%
Show classification Show in data acquisition
15004.27ifu9td head 89%
Show classification Show in data acquisition
16839.27ifu9le head 89%
Show classification Show in data acquisition
16925.27ifu8nc head 80%
Show classification Show in data acquisition
16919.27ifu8i6 head 89%
Show classification Show in data acquisition
16861.27ifu64p head 89%
Show classification Show in data acquisition
16837.27ifu665 head 80%
Show classification Show in data acquisition
16911.27ifu600 head 80%
Show classification Show in data acquisition
16907.27ifu5pq head 89%
Show classification Show in data acquisition
16850.27ifu55b head 89%
Show classification Show in data acquisition
15025.27ifu50i head 80%
Show classification Show in data acquisition
16886.27ifu4il head 100%
Show classification Show in data acquisition
16883.27ifu4bp head 89%
Show classification Show in data acquisition
15039.27ifu3qj head 89%
Show classification Show in data acquisition
16866.27ifu3f8 head 100%
Show classification Show in data acquisition
16855.27ifu2qr head 89%
Show classification Show in data acquisition
16849.27ifu2fh head 80%
Show classification Show in data acquisition
16844.27ifu27m head 80%
Show classification Show in data acquisition
16834.27ifu1nm head 89%
Show classification Show in data acquisition
16828.27ifu1b1 head 89%
Show classification Show in data acquisition
16827.27ifu1a0 head 80%
Show classification Show in data acquisition
15014.27ifu16a head 100%
Show classification Show in data acquisition
15077.27ifu0sh head 89%
Show classification Show in data acquisition
15066.27ifu069 head 89%
Show classification Show in data acquisition
15058.27iftvi1 head 89%
Show classification Show in data acquisition
15050.27iftv18 head 100%
Show classification Show in data acquisition
15045.27iftur9 head 89%
Show classification Show in data acquisition
15013.27iftu8e head 89%
Show classification Show in data acquisition
15000.27ifttu5 head 89%
Show classification Show in data acquisition
16969.27iftmtl head 89%
Show classification Show in data acquisition
16966.27iftmhl head 89%
Show classification Show in data acquisition
16915.27iftlcg head 80%
Show classification Show in data acquisition
15057.27iftl14 head 89%
Show classification Show in data acquisition
16841.27iftku8 head 89%
Show classification Show in data acquisition
16943.27iftin2 head 89%
Show classification Show in data acquisition
005288_jpg.27ifqo6s hardhat, hardhat 75%
Show classification Show in data acquisition
004946_jpg.27ifqo2d hardhat 30%
Show classification Show in data acquisition
004817_jpg.27ifqnv1 hardhat 89%
Show classification Show in data acquisition
004625_jpg.27ifqns7 hardhat 100%
Show classification Show in data acquisition
004647_jpg.27ifqns9 hardhat 89%
Show classification Show in data acquisition
004593_jpg.27ifqnrd hardhat, hardhat 45%
Show classification Show in data acquisition
004552_jpg.27ifqnqf hardhat 85%
Show classification Show in data acquisition
004592_jpg.27ifqnqp hardhat 89%
Show classification Show in data acquisition
004528_jpg.27ifqnpm hardhat 80%
Show classification Show in data acquisition
004474_jpg.27ifqnne hardhat 0%
Show classification Show in data acquisition
004413_jpg.27ifqnl7 hardhat 89%
Show classification Show in data acquisition
004427_jpg.27ifqnl9 hardhat 89%
Show classification Show in data acquisition
004375_jpg.27ifqnkt hardhat, head 55%
Show classification Show in data acquisition
004285_jpg.27ifqnkc hardhat 80%
Show classification Show in data acquisition
004175_jpg.27ifqnjt hardhat 89%
Show classification Show in data acquisition
004069_jpg.27ifqnhp hardhat 80%
Show classification Show in data acquisition
003504_jpg.27ifqn5h hardhat 89%
Show classification Show in data acquisition
003240_jpg.27ifqn2j hardhat 89%
Show classification Show in data acquisition
003221_jpg.27ifqn2i hardhat, hardhat 76%
Show classification Show in data acquisition
003088_jpg.27ifqn0e hardhat, hardhat 89%
Show classification Show in data acquisition
003101_jpg.27ifqn0f hardhat 60%
Show classification Show in data acquisition
002997_jpg.27ifqmrc hardhat 89%
Show classification Show in data acquisition
002882_jpg.27ifqmqn hardhat 80%
Show classification Show in data acquisition
002656_jpg.27ifqmo2 hardhat, hardhat 89%
Show classification Show in data acquisition
002694_jpg.27ifqmod hardhat 0%
Show classification Show in data acquisition
002481_jpg.27ifqmkk hardhat 0%
Show classification Show in data acquisition
002432_jpg.27ifqmig hardhat 89%
Show classification Show in data acquisition
002303_jpg.27ifqmf9 hardhat 100%
Show classification Show in data acquisition
002236_jpg.27ifqmed hardhat, hardhat 45%
Show classification Show in data acquisition
002307_jpg.27ifqmfc hardhat 89%
Show classification Show in data acquisition
002208_jpg.27ifqme6 hardhat 89%
Show classification Show in data acquisition
002048_jpg.27ifqmch hardhat 80%
Show classification Show in data acquisition
002093_jpg.27ifqmcl hardhat, hardhat, hardhat 30%
Show classification Show in data acquisition
001959_jpg.27ifqmai hardhat 80%
Show classification Show in data acquisition
001937_jpg.27ifqm8f hardhat 89%
Show classification Show in data acquisition
001537_jpg.27ifqm2v hardhat 0%
Show classification Show in data acquisition
001623_jpg.27ifqm3u hardhat 80%
Show classification Show in data acquisition
001686_jpg.27ifqm44 hardhat 60%
Show classification Show in data acquisition
001568_jpg.27ifqm3q hardhat 80%
Show classification Show in data acquisition
001416_jpg.27ifqm0p hardhat 69%
Show classification Show in data acquisition
001458_jpg.27ifqm1m hardhat 80%
Show classification Show in data acquisition
001231_jpg.27ifqls2 hardhat 89%
Show classification Show in data acquisition
001029_jpg.27ifqlr2 hardhat 89%
Show classification Show in data acquisition
000943_jpg.27ifqlpt hardhat 80%
Show classification Show in data acquisition
000704_jpg.27ifqlkv hardhat, hardhat 50%
Show classification Show in data acquisition
000576_jpg.27ifqljr hardhat 100%
Show classification Show in data acquisition
000782_jpg.27ifqlho hardhat 89%
Show classification Show in data acquisition
000716_jpg.27ifqlgk hardhat 100%
Show classification Show in data acquisition
000352_jpg.27ifqlao hardhat 80%
Show classification Show in data acquisition
000109_jpg.27ifql6i hardhat 89%
Show classification Show in data acquisition
000122_jpg.27ifql6c hardhat 89%
Show classification Show in data acquisition
000037_jpg.27ifql6s hardhat 89%
Show classification Show in data acquisition
000251_jpg.27ifql6k hardhat 89%
Show classification Show in data acquisition
000055_jpg.27ifql6c hardhat 89%
Show classification Show in data acquisition

Model testing output

Results

Model version:
Accuracy
82.31%

Confusion matrix

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Feature explorer

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