Edge Impulse Experts / Manufactured PCBs Defects Detection Public

Test data

Set the 'expected outcome' for each sample to the desired outcome to automatically score the impulse.
Sample name Expected outcome Length F1 score Result
short_circuit-0378 short_circuit, short_circuit, short_circuit - 0%
short_circuit-0373 short_circuit, short_circuit, short_circuit - 75%
short_circuit-0372 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 42%
short_circuit-0371 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 30%
short_circuit-0368 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 0%
short_circuit-0362 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 0%
short_circuit-0359 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 61%
short_circuit-0352 short_circuit, short_circuit, short_circuit - 0%
short_circuit-0333 short_circuit, short_circuit, short_circuit, short_circuit - 0%
short_circuit-0327 short_circuit, short_circuit, short_circuit, short_circuit - 57%
short_circuit-0326 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 0%
short_circuit-0324 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 33%
short_circuit-0319 short_circuit, short_circuit, short_circuit - 28%
short_circuit-0311 short_circuit, short_circuit, short_circuit, short_circuit - 36%
short_circuit-0306 short_circuit, short_circuit, short_circuit, short_circuit - 0%
short_circuit-0305 short_circuit, short_circuit, short_circuit, short_circuit - 0%
short_circuit-0297 short_circuit, short_circuit, short_circuit - 40%
short_circuit-0295 short_circuit, short_circuit, short_circuit - 0%
short_circuit-0281 short_circuit, short_circuit, short_circuit - 0%
short_circuit-0280 short_circuit, short_circuit, short_circuit - 0%
short_circuit-0276 short_circuit, short_circuit, short_circuit - 57%
short_circuit-0270 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 15%
short_circuit-0269 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 61%
short_circuit-0267 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 50%
short_circuit-0260 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 36%
short_circuit-0258 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 0%
short_circuit-0252 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 18%
short_circuit-0248 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 0%
short_circuit-0244 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 66%
short_circuit-0241 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 0%
short_circuit-0238 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 72%
short_circuit-0236 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 25%
short_circuit-0231 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 0%
short_circuit-0228 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 22%
short_circuit-0226 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 0%
short_circuit-0224 short_circuit, short_circuit, short_circuit - 0%
short_circuit-0204 short_circuit, short_circuit, short_circuit - 80%
short_circuit-0202 short_circuit, short_circuit, short_circuit - 0%
short_circuit-0192 short_circuit, short_circuit, short_circuit - 0%
short_circuit-0185 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 53%
short_circuit-0183 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 42%
short_circuit-0182 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 33%
short_circuit-0179 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 57%
short_circuit-0174 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 15%
short_circuit-0164 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 66%
short_circuit-0159 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 57%
short_circuit-0156 short_circuit, short_circuit, short_circuit, short_circuit - 25%
short_circuit-0155 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 44%
short_circuit-0149 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 25%
short_circuit-0144 short_circuit, short_circuit, short_circuit - 0%
short_circuit-0141 short_circuit, short_circuit, short_circuit, short_circuit - 0%
short_circuit-0139 short_circuit, short_circuit, short_circuit - 28%
short_circuit-0138 short_circuit, short_circuit, short_circuit - 0%
short_circuit-0136 short_circuit, short_circuit, short_circuit, short_circuit - 36%
short_circuit-0132 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 40%
short_circuit-0130 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 0%
short_circuit-0127 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 20%
short_circuit-0124 short_circuit, short_circuit, short_circuit, short_circuit - 54%
short_circuit-0117 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 22%
short_circuit-0115 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 0%
short_circuit-0110 short_circuit, short_circuit, short_circuit, short_circuit - 50%
short_circuit-0106 short_circuit, short_circuit, short_circuit - 40%
short_circuit-0102 short_circuit, short_circuit, short_circuit - 0%
short_circuit-0098 short_circuit, short_circuit, short_circuit - 40%
short_circuit-0094 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 76%
short_circuit-0092 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 85%
short_circuit-0091 short_circuit, short_circuit, short_circuit, short_circuit - 25%
short_circuit-0090 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 80%
short_circuit-0081 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 60%
short_circuit-0080 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 60%
short_circuit-0075 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 83%
short_circuit-0067 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 74%
short_circuit-0061 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 80%
short_circuit-0052 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 66%
short_circuit-0051 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 90%
short_circuit-0045 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 74%
short_circuit-0039 short_circuit, short_circuit, short_circuit, short_circuit - 72%
short_circuit-0017 short_circuit, short_circuit, short_circuit - 66%
short_circuit-0032 short_circuit, short_circuit, short_circuit, short_circuit, short_circuit - 44%
short_circuit-0029 short_circuit, short_circuit, short_circuit - 50%
short_circuit-0010 short_circuit, short_circuit, short_circuit - 40%
short_circuit-0005 short_circuit, short_circuit, short_circuit - 40%
short_circuit-0004 short_circuit, short_circuit, short_circuit - 40%
short_circuit-0001 short_circuit, short_circuit, short_circuit - 85%
open_circuit-0372 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 33%
open_circuit-0370 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 20%
open_circuit-0371 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 0%
open_circuit-0369 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 20%
open_circuit-0366 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 20%
open_circuit-0364 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 0%
open_circuit-0352 open_circuit, open_circuit, open_circuit - 33%
open_circuit-0358 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 25%
open_circuit-0357 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 76%
open_circuit-0349 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 76%
open_circuit-0341 open_circuit, open_circuit, open_circuit - 28%
open_circuit-0346 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 61%
open_circuit-0330 open_circuit, open_circuit, open_circuit - 0%
open_circuit-0338 open_circuit, open_circuit, open_circuit - 33%
open_circuit-0328 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 0%
open_circuit-0320 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 28%
open_circuit-0313 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 25%
open_circuit-0298 open_circuit, open_circuit, open_circuit - 0%
open_circuit-0296 open_circuit, open_circuit, open_circuit - 0%
open_circuit-0283 open_circuit, open_circuit - 50%
open_circuit-0279 open_circuit, open_circuit - 0%
open_circuit-0277 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 50%
open_circuit-0274 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 20%
open_circuit-0269 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 20%
open_circuit-0257 open_circuit, open_circuit, open_circuit - 33%
open_circuit-0258 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 66%
open_circuit-0263 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 66%
open_circuit-0250 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 50%
open_circuit-0260 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 93%
open_circuit-0256 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 36%
open_circuit-0247 open_circuit, open_circuit, open_circuit, open_circuit - 0%
open_circuit-0240 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 66%
open_circuit-0233 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 0%
open_circuit-0229 open_circuit, open_circuit, open_circuit, open_circuit - 40%
open_circuit-0219 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 33%
open_circuit-0207 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 36%
open_circuit-0195 open_circuit, open_circuit, open_circuit - 0%
open_circuit-0204 open_circuit, open_circuit - 100%
open_circuit-0192 open_circuit, open_circuit, open_circuit - 0%
open_circuit-0180 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 20%
open_circuit-0178 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 33%
open_circuit-0171 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 66%
open_circuit-0170 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 85%
open_circuit-0166 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 22%
open_circuit-0165 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 75%
open_circuit-0151 open_circuit, open_circuit, open_circuit - 28%
open_circuit-0153 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 22%
open_circuit-0150 open_circuit, open_circuit, open_circuit, open_circuit - 33%
open_circuit-0148 open_circuit, open_circuit, open_circuit - 57%
open_circuit-0136 open_circuit, open_circuit, open_circuit, open_circuit - 0%
open_circuit-0137 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 18%
open_circuit-0135 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 28%
open_circuit-0122 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 36%
open_circuit-0121 open_circuit, open_circuit, open_circuit - 50%
open_circuit-0115 open_circuit, open_circuit, open_circuit, open_circuit - 28%
open_circuit-0123 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 0%
open_circuit-0107 open_circuit, open_circuit, open_circuit - 0%
open_circuit-0099 open_circuit, open_circuit, open_circuit - 0%
open_circuit-0096 open_circuit, open_circuit, open_circuit - 44%
open_circuit-0092 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 40%
open_circuit-0101 open_circuit, open_circuit, open_circuit - 57%
open_circuit-0090 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 22%
open_circuit-0088 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 40%
open_circuit-0080 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 72%
open_circuit-0078 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 72%
open_circuit-0070 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 57%
open_circuit-0062 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 57%
open_circuit-0060 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 28%
open_circuit-0057 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 28%
open_circuit-0056 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 60%
open_circuit-0061 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 66%
open_circuit-0053 open_circuit, open_circuit, open_circuit, open_circuit - 66%
open_circuit-0052 open_circuit, open_circuit, open_circuit, open_circuit - 28%
open_circuit-0050 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 44%
open_circuit-0047 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 28%
open_circuit-0046 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 74%
open_circuit-0045 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 33%
open_circuit-0044 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 33%
open_circuit-0040 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 72%
open_circuit-0037 open_circuit, open_circuit, open_circuit, open_circuit - 50%
open_circuit-0036 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 0%
open_circuit-0035 open_circuit, open_circuit, open_circuit, open_circuit, open_circuit - 44%
open_circuit-0025 open_circuit, open_circuit, open_circuit - 80%
open_circuit-0003 open_circuit, open_circuit, open_circuit - 33%
open_circuit-0020 open_circuit, open_circuit, open_circuit - 40%
open_circuit-0001 open_circuit, open_circuit, open_circuit - 40%
missing_hole-0378 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 33%
missing_hole-0376 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 62%
missing_hole-0372 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 70%
missing_hole-0368 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 66%
missing_hole-0363 missing_hole, missing_hole, missing_hole - 57%
missing_hole-0359 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 50%
missing_hole-0356 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 46%
missing_hole-0352 missing_hole, missing_hole, missing_hole - 0%
missing_hole-0346 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 76%
missing_hole-0345 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 36%
missing_hole-0344 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 60%
missing_hole-0339 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 0%
missing_hole-0335 missing_hole, missing_hole, missing_hole, missing_hole - 44%
missing_hole-0334 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 22%
missing_hole-0331 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 36%
missing_hole-0327 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 40%
missing_hole-0322 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 80%
missing_hole-0316 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 66%
missing_hole-0314 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 57%
missing_hole-0307 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 22%
missing_hole-0306 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 20%
missing_hole-0292 missing_hole, missing_hole, missing_hole - 75%
missing_hole-0291 missing_hole, missing_hole, missing_hole - 28%
missing_hole-0290 missing_hole, missing_hole, missing_hole - 33%
missing_hole-0283 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 66%
missing_hole-0279 missing_hole, missing_hole, missing_hole - 0%
missing_hole-0272 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 76%
missing_hole-0262 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 54%
missing_hole-0257 missing_hole, missing_hole, missing_hole - 75%
missing_hole-0256 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 72%
missing_hole-0251 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 33%
missing_hole-0249 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 0%
missing_hole-0241 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 54%
missing_hole-0230 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 83%
missing_hole-0216 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 46%
missing_hole-0207 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 20%
missing_hole-0206 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 40%
missing_hole-0200 missing_hole, missing_hole, missing_hole - 0%
missing_hole-0199 missing_hole, missing_hole, missing_hole - 0%
missing_hole-0194 missing_hole, missing_hole, missing_hole - 0%
missing_hole-0191 missing_hole, missing_hole, missing_hole - 75%
missing_hole-0189 missing_hole, missing_hole, missing_hole - 75%
missing_hole-0188 missing_hole, missing_hole, missing_hole - 75%
missing_hole-0186 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 50%
missing_hole-0177 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 50%
missing_hole-0174 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 61%
missing_hole-0172 missing_hole, missing_hole, missing_hole, missing_hole - 76%
missing_hole-0171 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 33%
missing_hole-0169 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 66%
missing_hole-0165 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 0%
missing_hole-0160 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 33%
missing_hole-0158 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 40%
missing_hole-0151 missing_hole, missing_hole, missing_hole - 28%
missing_hole-0144 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 66%
missing_hole-0143 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 72%
missing_hole-0134 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 44%
missing_hole-0135 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 40%
missing_hole-0133 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 20%
missing_hole-0118 missing_hole, missing_hole, missing_hole - 28%
missing_hole-0113 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 36%
missing_hole-0108 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 60%
missing_hole-0098 missing_hole, missing_hole, missing_hole - 33%
missing_hole-0092 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 76%
missing_hole-0090 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 87%
missing_hole-0087 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 83%
missing_hole-0080 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 83%
missing_hole-0069 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 100%
missing_hole-0064 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 100%
missing_hole-0056 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 100%
missing_hole-0051 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 100%
missing_hole-0053 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 100%
missing_hole-0050 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 100%
missing_hole-0049 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 100%
missing_hole-0046 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 100%
missing_hole-0040 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 92%
missing_hole-0036 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 100%
missing_hole-0037 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 100%
missing_hole-0045 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 100%
missing_hole-0031 missing_hole, missing_hole, missing_hole, missing_hole, missing_hole - 100%
missing_hole-0019 missing_hole, missing_hole, missing_hole - 85%
missing_hole-0017 missing_hole, missing_hole, missing_hole - 85%
missing_hole-0002 missing_hole, missing_hole, missing_hole - 100%
missing_hole-0004 missing_hole, missing_hole, missing_hole - 85%

Model testing output

Model testing results

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