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photoprism/internal/face/embeddings_ignored.go

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People: Add embeddings blacklist to reduce false positives #22
2021-09-30 11:44:23 +00:00
package face
People: Add unofficial env variables to tweak face matching #1587 #2182 Adds two unofficial env variables so advanced users can experiment: 1. PHOTOPRISM_FACE_KIDS_DIST=0.6950 (range: 0.1-1.5, -1 to disable) 2. PHOTOPRISM_FACE_IGNORE_DIST=0.86 (range: 0.1-1.5, -1 to disable)
2022-04-03 15:25:37 +00:00
import (
"os"
"strconv"
)
People: Add info on the kind of face to improve matching #2182 This commit also fixes of other potential issues and improves logging.
2022-04-04 19:22:31 +00:00
// IgnoredDist is the distance threshold for matching IgnoredEmbeddings.
var IgnoredDist = 0.86
People: Add unofficial env variables to tweak face matching #1587 #2182 Adds two unofficial env variables so advanced users can experiment: 1. PHOTOPRISM_FACE_KIDS_DIST=0.6950 (range: 0.1-1.5, -1 to disable) 2. PHOTOPRISM_FACE_IGNORE_DIST=0.86 (range: 0.1-1.5, -1 to disable)
2022-04-03 15:25:37 +00:00
func init() {
People: Add info on the kind of face to improve matching #2182 This commit also fixes of other potential issues and improves logging.
2022-04-04 19:22:31 +00:00
if s := os.Getenv("PHOTOPRISM_FACE_IGNORED_DIST"); s == "" {
People: Add unofficial env variables to tweak face matching #1587 #2182 Adds two unofficial env variables so advanced users can experiment: 1. PHOTOPRISM_FACE_KIDS_DIST=0.6950 (range: 0.1-1.5, -1 to disable) 2. PHOTOPRISM_FACE_IGNORE_DIST=0.86 (range: 0.1-1.5, -1 to disable)
2022-04-03 15:25:37 +00:00
// Keep default.
} else if f, err := strconv.ParseFloat(s, 32); err != nil {
People: Add info on the kind of face to improve matching #2182 This commit also fixes of other potential issues and improves logging.
2022-04-04 19:22:31 +00:00
log.Warnf("faces: PHOTOPRISM_FACE_IGNORED_DIST can not be parsed (0.1-1.5; -1 to disable)")
People: Add unofficial env variables to tweak face matching #1587 #2182 Adds two unofficial env variables so advanced users can experiment: 1. PHOTOPRISM_FACE_KIDS_DIST=0.6950 (range: 0.1-1.5, -1 to disable) 2. PHOTOPRISM_FACE_IGNORE_DIST=0.86 (range: 0.1-1.5, -1 to disable)
2022-04-03 15:25:37 +00:00
} else if f < 0 {
People: Add info on the kind of face to improve matching #2182 This commit also fixes of other potential issues and improves logging.
2022-04-04 19:22:31 +00:00
IgnoredDist = -1
log.Debugf("faces: enabled matching of all ignored embeddings")
People: Add unofficial env variables to tweak face matching #1587 #2182 Adds two unofficial env variables so advanced users can experiment: 1. PHOTOPRISM_FACE_KIDS_DIST=0.6950 (range: 0.1-1.5, -1 to disable) 2. PHOTOPRISM_FACE_IGNORE_DIST=0.86 (range: 0.1-1.5, -1 to disable)
2022-04-03 15:25:37 +00:00
} else if f >= 0.1 && f <= 1.5 {
People: Add info on the kind of face to improve matching #2182 This commit also fixes of other potential issues and improves logging.
2022-04-04 19:22:31 +00:00
IgnoredDist = f
log.Debugf("faces: changed matching distance for ignored embeddings to %f", IgnoredDist)
People: Add unofficial env variables to tweak face matching #1587 #2182 Adds two unofficial env variables so advanced users can experiment: 1. PHOTOPRISM_FACE_KIDS_DIST=0.6950 (range: 0.1-1.5, -1 to disable) 2. PHOTOPRISM_FACE_IGNORE_DIST=0.86 (range: 0.1-1.5, -1 to disable)
2022-04-03 15:25:37 +00:00
} else {
People: Add info on the kind of face to improve matching #2182 This commit also fixes of other potential issues and improves logging.
2022-04-04 19:22:31 +00:00
log.Warnf("faces: PHOTOPRISM_FACE_IGNORED_DIST is out of range (0.1-1.5; -1 to disable)")
People: Add unofficial env variables to tweak face matching #1587 #2182 Adds two unofficial env variables so advanced users can experiment: 1. PHOTOPRISM_FACE_KIDS_DIST=0.6950 (range: 0.1-1.5, -1 to disable) 2. PHOTOPRISM_FACE_IGNORE_DIST=0.86 (range: 0.1-1.5, -1 to disable)
2022-04-03 15:25:37 +00:00
}
}
People: Add info on the kind of face to improve matching #2182 This commit also fixes of other potential issues and improves logging.
2022-04-04 19:22:31 +00:00
// Ignored tests whether the embedding is generally unsuitable for matching.
func (m Embedding) Ignored() bool {
if IgnoredDist <= 0 {
return false
}
return IgnoredEmbeddings.Contains(m, IgnoredDist)
}
// IgnoredEmbeddings contains known bad embeddings to be excluded from results.
var IgnoredEmbeddings = Embeddings{
People: Update unsuitable face embeddings blacklist #22
2021-10-07 07:32:17 +00:00
{0.0001326936762779951, 0.010595318133709952, -0.025556722866895143, 0.0469118170440197, -0.006627591326832771, 0.05271399952471256, -0.04542037146165967, 0.027480189339257777, -0.004917271726299077, -0.07468410208821297, 0.02064464334398508, 0.027222666889429092, 0.07686506863683462, -0.03543879697099328, -0.06587888672947884, 0.00656710215844214, 0.0468103364109993, 0.026114298962056637, 0.09671456180512905, -0.10109077207744122, -0.00781591737177223, -0.03552762418985367, 0.06885470915585756, -0.012004591058939695, 0.08148624002933502, -0.028154293075203896, 0.04417960252612829, -0.04447614587843418, -0.02476067957468331, 0.08517011441290379, 0.002213838277384639, -0.04421043721958995, -0.030782480724155903, -0.022004681872203946, 0.0009286352433264256, 0.010065821232274175, -0.02192891761660576, -0.012186611769720912, -0.08409351948648691, 0.03493268555030227, -0.044278232380747795, 0.028376419097185135, 0.0037802220904268324, 0.04365090653300285, 0.020489776856265962, 0.0062931065913289785, 0.012816649512387812, 0.08537860121577978, -0.08391124662011862, -0.0074469012033659965, 0.007379985763691366, 0.010717783472500741, 0.05138006154447794, 0.03530120011419058, -0.0252615287899971, 0.048870823346078396, 0.051952130161225796, 0.05130995064973831, -0.07164964452385902, 0.008358421036973596, 0.07212860928848386, 0.023144953418523073, 0.016010764054954052, -0.0020557132083922625, 0.0006047732058505062, 0.05894300062209368, 0.018385239876806736, 0.013549384311772883, 0.013471916783601046, -0.026798027334734797, 0.055714783258736134, 0.056760589592158794, -0.03564274637028575, 0.006639213301241398, -0.010688409092836082, -0.014488881919533014, -0.041894917376339436, 0.027378612896427512, 0.04120381874963641, 0.026110727107152343, 0.014362117013661191, -0.015710897743701935, 0.01369841955602169, -0.013755762134678662, -0.025898753898218274, 0.03539643401745707, -0.02275478537194431, 0.044916168320924044, 0.06104293651878834, 0.020197266509057954, 0.03360230568796396, 0.0005524924490600824, -0.03635450592264533, -0.04944554786197841, 0.07170013058930635, -0.0030192392878234386, 0.0010193748748861253, -0.010943924076855183, -0.06179766729474068, 0.056694529950618744, 0.004520991584286094, -0.09191464446485043, -0.02631867417949252, 0.03776269545778632, -0.00876810192130506, 0.10884877666831017, 0.005137963918969035, 0.014990123057032179, -0.012330824043601751, -0.007994036190211773, 0.04028965998440981, 0.030694966204464436, 0.013997081900015473, -0.027155806310474873, 0.008769600055529736, 0.0038997385127004236, -0.003813096962403506, 0.06714510265737772, 0.006777862668968737, 0.061618989799171686, -0.016695198486559093, -0.014862070740491617, 0.047256719786673784, -0.030920962191885337, -0.010902314214035869, 0.029649023665115237, -0.03882072772830725, 0.037115989718586206, -0.00044789700768887997, -0.050685918889939785, 0.023225090000778437, 0.005942594725638628, 0.03058242436964065, -0.05067136138677597, -0.013880123384296894, 0.0521021569147706, -0.03878975426778197, 0.0057146906128764385, 0.01622107159346342, 0.0286275401012972, -0.07171816006302834, -0.024164889007806778, -0.036472175968810916, -0.06874032877385616, -0.013022568658925593, -0.02637113118544221, 0.061983236111700535, 0.0328070695977658, 0.004039793537231162, -0.022473737597465515, 0.017253196332603693, -0.04853619821369648, -0.053010642528533936, 0.04317591618746519, 0.00835538915998768, 0.015444972610566765, 0.04270970821380615, 0.028640874341363087, 0.06504016369581223, 0.03173913527280092, 0.05225925333797932, 0.03651800798252225, -0.022531148977577686, -0.0032108076702570543, 0.030786060029640794, 0.01946059288457036, -0.020198959624394774, -0.010514225577935576, -0.04853967670351267, 0.02134396170731634, -0.05255058314651251, 0.016728751827031374, 0.0456616897135973, -0.021495807450264692, 0.03207355597987771, 0.010148180415853858, 0.03585670003667474, -0.02635771268978715, -0.04969983361661434, -0.034095218405127525, -0.02873873570933938, 0.020237101707607508, -0.026095976354554296, 0.06887094769626856, 0.010905503178946674, 0.05485152825713158
{0.0327663520971934, -0.053845446556806564, -0.05707313741246859, 0.05418369794885317, -0.016575023376693327, 0.07586786895990372, -0.011894008581293747, 0.03213278731952111, -0.019047670376797516, -0.07918274402618408, -0.027129175296674173, 0.03049199717740218, 0.03999617137014866, -0.01233853108715266, 0.002354073648651441, 0.019806059387822945, 0.019059747457504272, 0.007097184658050537, -0.009740786937375864, -0.0742135966817538, -0.04447511894007524, -0.01156774659951528, 0.026554833942403395, -0.011456894067426523, 0.02326338365674019, -0.002170067202920715, -0.023243185132741928, -0.045633370677630104, 0.010032289661467075, 0.07101119309663773, -0.01111836095030109, -0.01317097533804675, -0.01071018942942222, -0.007659738262494405, -0.041848028699556984, 0.05637223273515701, -0.0005383305251598358, -0.00047993411620457965, -0.07783383876085281, 0.04431606767078241, 0.013222892846291264, 0.02315475543340047, -0.04844338446855545, -0.038302931313713394, 0.012286104572316011, 0.033848170191049576, 0.0607793889939785, 0.05929198985298475, -0.04828081155816714, -0.030138582301636536, -0.0008151950314640999, 0.010465693504860004, 0.030983740463852882, 0.014716617452601591, -0.05217174937327703, 0.04472110172112783, 0.07369629169503848, 0.004621044485854024, 0.03860501945018768, 0.03243941503266493, -0.009245039274295172, 0.0094682223473986, 0.002253897488117218, -0.02766571876903375, -0.029085627912233274, 0.09092402458190918, 0.04405333225925764, 0.006249493919312954, 0.011019680804262558, -0.05271036302049955, -0.020144034099454682, 0.04252264400323232, 0.020118261377016704, 0.0066599417477846146, 0.019955224512765806, -0.030812010169029236, -0.07943902909755707, 0.004865555092692375, -0.018480427252749603, 0.03859849087893963, 0.029368844348937273, -0.06468151261409123, 0.057924263179302216, 0.04452625848352909, -0.004612380114849657, -0.019503936724504456, -0.022144774285455544, 0.020180392389496166, -0.0036934524153669677, -0.00817108825625231, 0.04684015146146218, 0.027527477592229843, 0.0000234996162665387, -0.040867398182551064, 0.07498943681518237, -0.016031226531292003, -0.0142232496291399, -0.03092440062512954, -0.0733401042719682, 0.049119154612223305, 0.044415900929986186, -0.049593775222698845, 0.025402150427301724, 0.04645886396368345, 0.028176133520901203, 0.031110845506191254, 0.005135397310368717, -0.0652049829562505, -0.03906955569982529, -0.03944321380307277, 0.013215408912704637, 0.07676231116056442, -0.03677951047817866, -0.05746128658453623, 0.008993810100946575, -0.04006600876649221, 0.0056327579853435355, -0.047140272334218025, 0.007215746445581317, 0.01272638279867048, -0.031125043518841267, 0.008156926836818457, 0.014624582914014658, -0.08018169055382411, -0.010347155931716165, -0.03993860756357511, -0.030042496199409168, -0.017330172161261242, 0.03742165925602118, -0.06329154906173547, 0.04176180933912595, 0.01088601816445589, -0.01839067282465597, -0.007899532249818245, -0.061363790184259415, 0.028725143522024155, -0.011393082949022451, 0.020038410710791748, 0.060640341291824974, 0.06147734820842743, -0.009908444325750073, 0.015835629776120186, -0.018333483176926773, -0.009320063516497612, 0.11075516790151596, -0.04011899481217066, -0.022975423218061525, -0.032005954533815384, -0.024099246521169942, 0.004424336055914561, 0.05590283746520678, -0.06936633338530858, -0.04602960000435511, 0.010102467975229956, 0.0157876821855704, 0.003178671778490146, 0.04222795243064562, 0.03120248547444741, -0.02395591834404816, -0.01582871945962931, 0.0331509243696928, 0.01590028963983059, -0.04261753708124161, -0.03523123264312744, 0.01318650832399726, 0.06125791991750399, -0.042884253586332, -0.008270528012265762, -0.04808752362926801, -0.002350894889483849, -0.023675092806418736, 0.0371870311597983, 0.07454113413890202, -0.004328026746710141, 0.09499754011631012, 0.007518639167149861, 0.06646326060096423, -0.08756361653407414, -0.026751136931125075, -0.03292279628415903, -0.0348881707371523, 0.00505902028332154, -0.03732505471756061, 0.005635660762588183, -0.005981698942681153, 0.06490544105569522, 0.06
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People: Add face embeddings to blacklist #22
2021-10-01 11:12:47 +00:00
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People: Add embeddings blacklist to reduce false positives #22
2021-09-30 11:44:23 +00:00
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Reference in a new issue Copy permalink