Edge Impulse Experts / Manufactured PCBs Defects Detection Public
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Sample name Expected outcome 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%
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Model testing output

Results

Model version:
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