Manivannan / Smart Boxing Trainer V2 Public
Target: Espressif ESP-EYE (ESP32 240MHz) Clone this project

Test data

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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.

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Sample length (ms)
1166
30000
Sample frequency (Hz)
24
98
Sample name Expected outcome Length Accuracy Result
testing.6vn5okon testing 15s 8 Hook, 7 Jab_Cross, 2 Idle, 2 Uppercut
Show classification Show in data acquisition Show in feature explorer
testing.6vk3g29t testing 15s 11 Jab_Cross, 4 Uppercut, 3 Hook, 1 Idle
Show classification Show in data acquisition Show in feature explorer
testing.6vk3d32g testing 15s 8 Idle, 8 Jab_Cross, 3 Hook
Show classification Show in data acquisition Show in feature explorer
testing.6vk3bk6k testing 10s 9 Idle, 2 Uppercut, 1 Jab_Cross
Show classification Show in data acquisition Show in feature explorer
testing.6vk36bo5 testing 30s 18 Jab_Cross, 10 Idle, 9 Hook, 2 Uppercut
Show classification Show in data acquisition Show in feature explorer
Uppercut.6vk2tjf0.s12 Uppercut 1s 100% Uppercut
Show classification Show in data acquisition Show in feature explorer
Uppercut.6vk2tjf0.s10 Uppercut 1s 100% Uppercut
Show classification Show in data acquisition Show in feature explorer
Uppercut.6vk2tjf0.s8 Uppercut 1s 100% Uppercut
Show classification Show in data acquisition Show in feature explorer
Uppercut.6vk2tjf0.s6 Uppercut 1s 100% Uppercut
Show classification Show in data acquisition Show in feature explorer
Uppercut.6vk2rnp2.s14 Uppercut 1s 100% Uppercut
Show classification Show in data acquisition Show in feature explorer
Uppercut.6vk2rnp2.s12 Uppercut 1s 100% Uppercut
Show classification Show in data acquisition Show in feature explorer
Uppercut.6vk2rnp2.s10 Uppercut 1s 100% Uppercut
Show classification Show in data acquisition Show in feature explorer
Uppercut.6vk2rnp2.s7 Uppercut 1s 100% Uppercut
Show classification Show in data acquisition Show in feature explorer
Uppercut.6vk2rnp2.s5 Uppercut 1s 100% Uppercut
Show classification Show in data acquisition Show in feature explorer
Hook.6vk2k4ta.s14 Hook 1s 100% Hook
Show classification Show in data acquisition Show in feature explorer
Hook.6vk2k4ta.s13 Hook 1s 100% Hook
Show classification Show in data acquisition Show in feature explorer
Hook.6vk2k4ta.s10 Hook 1s 100% Hook
Show classification Show in data acquisition Show in feature explorer
Hook.6vk2k4ta.s9 Hook 1s 100% Hook
Show classification Show in data acquisition Show in feature explorer
Hook.6vk2k4ta.s8 Hook 1s 100% Hook
Show classification Show in data acquisition Show in feature explorer
Hook.6vk2k4ta.s7 Hook 1s 100% Hook
Show classification Show in data acquisition Show in feature explorer
Hook.6vk2k4ta.s6 Hook 1s 100% Hook
Show classification Show in data acquisition Show in feature explorer
Hook.6vk2k4ta.s5 Hook 1s 100% Hook
Show classification Show in data acquisition Show in feature explorer
Hook.6vk2k4ta.s4 Hook 1s 100% Hook
Show classification Show in data acquisition Show in feature explorer
Idle.6va99d5p.s13 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va99d5p.s12 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va99d5p.s11 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va99d5p.s10 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va99d5p.s9 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va99d5p.s8 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va99d5p.s7 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va99d5p.s6 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va99d5p.s5 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va99d5p.s4 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va99d5p.s3 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va99d5p.s2 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va9e3mi.s4 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va9e3mi.s3 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va9e3mi.s2 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va9e3mi.s1 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va9hqmj.s20 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va9hqmj.s19 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va9hqmj.s18 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va9hqmj.s17 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va9hqmj.s16 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va9hqmj.s15 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va9hqmj.s14 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va9hqmj.s13 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va9ft1f.s7 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va9ft1f.s6 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va9ft1f.s5 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va9ft1f.s4 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va9ft1f.s3 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Idle.6va9ft1f.s2 Idle 1s 100% Idle
Show classification Show in data acquisition Show in feature explorer
Jab_Cross.6viufuh7.s36 Jab_Cross 1s 100% Jab_Cross
Show classification Show in data acquisition Show in feature explorer
Jab_Cross.6viufuh7.s35 Jab_Cross 1s 100% Jab_Cross
Show classification Show in data acquisition Show in feature explorer
Jab_Cross.6viufuh7.s33 Jab_Cross 1s 100% Jab_Cross
Show classification Show in data acquisition Show in feature explorer
Jab_Cross.6viufuh7.s32 Jab_Cross 1s 100% Jab_Cross
Show classification Show in data acquisition Show in feature explorer
Jab_Cross.6viufuh7.s31 Jab_Cross 1s 100% Jab_Cross
Show classification Show in data acquisition Show in feature explorer
Jab_Cross.6viufuh7.s29 Jab_Cross 1s 100% Jab_Cross
Show classification Show in data acquisition Show in feature explorer
Jab_Cross.6viufuh7.s28 Jab_Cross 1s 100% Jab_Cross
Show classification Show in data acquisition Show in feature explorer
Jab_Cross.6viufuh7.s27 Jab_Cross 1s 100% Jab_Cross
Show classification Show in data acquisition Show in feature explorer
Jab_Cross.6viufuh7.s26 Jab_Cross 1s 100% Jab_Cross
Show classification Show in data acquisition Show in feature explorer
Jab_Cross.6viufuh7.s25 Jab_Cross 1s 100% Jab_Cross
Show classification Show in data acquisition Show in feature explorer
Jab_Cross.6viufuh7.s24 Jab_Cross 1s 100% Jab_Cross
Show classification Show in data acquisition Show in feature explorer
Jab_Cross.6viufuh7.s23 Jab_Cross 1s 100% Jab_Cross
Show classification Show in data acquisition Show in feature explorer
Jab_Cross.6viufuh7.s22 Jab_Cross 1s 100% Jab_Cross
Show classification Show in data acquisition Show in feature explorer
Jab_Cross.6viufuh7.s21 Jab_Cross 1s 100% Jab_Cross
Show classification Show in data acquisition Show in feature explorer
Jab_Cross.6viufuh7.s20 Jab_Cross 1s 100% Jab_Cross
Show classification Show in data acquisition Show in feature explorer
Jab_Cross.6viufuh7.s18 Jab_Cross 1s 100% Jab_Cross
Show classification Show in data acquisition Show in feature explorer
Jab_Cross.6viufuh7.s17 Jab_Cross 1s 100% Jab_Cross
Show classification Show in data acquisition Show in feature explorer
Jab_Cross.6viufuh7.s16 Jab_Cross 1s 100% Jab_Cross
Show classification Show in data acquisition Show in feature explorer
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Model testing output

Results

Model version:
Accuracy
100.00%

Metrics for Classifier

Metric Value
Area under ROC Curve 1.00
Weighted average Precision 1.00
Weighted average Recall 1.00
Weighted average F1 score 1.00

Confusion matrix

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Feature explorer

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