Mini-LED optical jep chyoi ai jak gaw, Mini-LED madun dan ai panel ni hpe, shi hkrai shi, tsaw ai -htuk manu ai hku jep chyoi na matu, laksan galaw da ai madung jak langai rai nna, hpaga lam a lapran daw hta ahkyak ai matut mahkai lam langai rai nga ai. Resolution tsaw ai industrial camera ni, hkrak tup shamu shamawt ai platform ni, multi-spectral nhtoi npawt ni, AI shingran algorithm ni hpe jai lang nna, chips ni a minit galu kaba ai, tsan gang ai, nhtoi htoi ai, nsam, hte optical uniformity ni hpe tsep kawp jep joi ai lam galaw nna, panel a yield rate hte hpang jahtum na madun dan ai lam hpe kam mai ai.
Tengman ai Mini-LED optical jep chyoi ai jak hpe lata la na matu gaw, loi loi hte n tsun dan lu ai, yak hkak ai lam langai rai nga ai. Lata -on jep joi ngut ai hpang she asan sha chye na wa ai. Daini gaw ngai na mahkrum madup hpe garan kachyan na re.
Laksan masat kumla 1: Mu tam ai lam hkrak ai
Hpa rai ta?
Tsun mayu ai gaw, ndai jak gaw kam mai ai hku mu lu nna, 1-micron particle (sh) scratch zawn re ai kaji dik htum n kaja ai lam ni hpe mu lu ai. Mini-LED field hta, chip size ni matut nna 100μm (sh) 50μm npu de pyi shayawm wa ai majaw, ndai metric gaw lawu tsang rai nga ai.
Ndai lam gaw hpa majaw ahkyak ai kun?
Hpa majaw nga yang, na a n hkum tsup ai lam hpe mu lu ai atsam hte hkrak matut mahkai nga ai. 100μm chip ntsa 3μm n kaja ai lam ni hpe kam mai ai hku n mu lu ai jak gaw, hpang na galaw sa wa na matu byin mai ai manghkang ni hpe tawn da ya nna, hpang jahtum e, hpang jahtum na prut prut hta nhtoi htoi ai hte nsin sin ai shara ni byin wa nna, hkai lu hkai sha ai lam hpe jahten kau ya na re.
Laksan masat kumla 2: Mu tam ai lawan ai
Hpa rai ta?
Dai hpe UPH ngu ai hku nna tsun ai rai nna, hkying hkum mi hta jep yu mai ai panel (sh) chip ni a jahpan hpe tsun ai re. Ndai gaw na a galaw shapraw ai line cycle aten hte atsam hte hkrak matut mahkai nga ai.
Ndai lam gaw hpa majaw ahkyak ai kun?
Speed gaw gumhpraw re, raitim quality hpe n-gun jaw yang she mai byin ai. Grai tsaw ai UPH (units per hour) hpe hkan tam ai hta, hkrak ai lam hpe sak jaw kau ai (sh) shut shai ai positive rate hpe grai law hkra jat wa shangun ai jak gaw, na a downstream jep joi ai lam hpe zingri zingrat nna, hpang jahtum e, yawng hkra a akyu hpe shayawm kau ya na re.
Ngai na mahkrum madup:
Tengman ai akyu rawng ai lam gaw -quality tsaw ai shapraw ai lam hta nga ai. UPH (units per hour) loi mi yawm ai raitim, ngang grin ai hte kam mai ai jak langai mi gaw, myit htum hpa hkrang masa ni nga ai raitim, grai law ai shut shai ai alarm ni a majaw, debugging galaw na matu ayan jahkring kau ai jak langai mi hta grau kaja ai, na a delivery schedule hpe kam hpa ai lam hta. Productivity hpe bungli galaw ai lam yawng hpe madung tawn nna sawn la ai hpe dum u.
Laksan masat kumla 3: n kaja ai lam hpe mu tam ai shadawn shadang hte shut shai ai masa hpe mu tam ai shadawn shadang
Hpa rai ta?
Detection rate ngu ai gaw, tengman ai n kaja ai lam ni hpe chye ginhka lu ai atsam hpe tsun mayu ai; false alarm rate ngu ai gaw kaja ai arung arai langai hpe n kaja ai ngu shut ai hku masat kau na masa hpe tsun mayu ai. Mini-LEDs ni a yak hkak ai masa hta, ndai lam lahkawng hpe rap ra hkra galaw ai gaw, algorithm a atsam marai ni hpe grai chyam dinglik ai.
Ndai lam gaw hpa majaw ahkyak ai kun?
False positive rate grai law ai ngu ai gaw, bai maram yu na matu masha n-gun grau law hkra garan jaw ra ai majaw, manu jahpu grau law wa na re. Maga mi de, shut shai ai negative rate grai law ai gaw, hkrit tsang hpa ni hpe n lu galaw ai hpe tsun mayu ai. Kaja dik ai algorithm gaw ndai lam lahkawng a lapran hta kaja dik htum rap ra lam hpe lu la ai.
Ngai na mahkrum madup:
Static sumla ni hpe lang nna madun dan ai lam ni yawng gaw wan hkut hte shingran ni rai nga ai. Matut manoi dynamic chyam dinglik ai lam gaw, algorithm langai a tengman ai atsam marai ni hpe teng sha hpaw shadan dan ai lam rai nga ai. Ngai gaw, nye a laksan galaw shapraw ai ladat ni hpe madung tawn nna, n kaja ai hkrang ni hpe sharin ya lu ai, n kaja ai hkrang ni hpe grau kaja hkra galaw lu ai, hpaw da ai algorithm architectures ni lawm ai arung arai ni hpe grau ra sharawng ai. Tsun mayu ai gaw, dai jak ni gaw nye a galaw shapraw ai line hte rau rawt jat galu kaba wa lu ai.
Laksan masat kumla 4: Nhtoi htoi ai ladat hpe hkrang shapraw ai
Hpa rai ta?
Ndai gaw, ndai jak a sensory core rai nna, camera resolution, lens quality, grau nna nhtoi htoi ai ladat- gaw, nhtoi htoi ai hte nsam hpe langai sha re ai hku mu lu na matu npawt nhpang rai nga ai, nhtoi htoi ai hpe chyam dinglik ai lam ni lawm ai.
Ndai lam gaw hpa majaw ahkyak ai kun?
Mini-LED ni a n kaja ai lam law law, grau nna nhtoi htoi ai bungli hte seng ai lam ni hpe, jak hpe n-gun jaw ai shaloi she mu lu na re. Chip electrode ni hpe asan sha mu lu na matu, solder joint quality, nhtoi langai sha re ai hpe asan sha mu lu na matu, langai sha re ai, ngang grin ai, angle law law hpe program galaw mai ai nhtoi htoi ai ladat gaw ahkyak dik rai nga ai.
Ngai na mahkrum madup:
Camera brand hpe sha hkum yu. Nhtoi npawt a design quality hte lens hte htuk manu ai lam gaw, galaw shapraw ai wa a hpaji hparat hpaji hpe grau nna madun dan chye ai. Ngai gaw, jep joi ai lam yawng a matu nhtoi htoi ai ladat langai sha lang ai jak ni hpe mu yu sai, n bung ai n kaja ai lam ni a matu nhtoi htoi ai ladat ni hpe hkrang shapraw ai hpaji ninghkring ni a jak ni hpe mung mu yu sai; mahtai gaw grai shai ai.
Laksan masat kumla 5: Software lang mai ai lam hte Data sung ai lam
Hpa rai ta?
Ndai hta, operating interface gaw hkam sha loi ai kun, chyam dinglik ai protocol ni hpe hpan shalat nna hparan ai lam gaw shim lum ai kun, grau ahkyak ai gaw, chyam dinglik ai data law law hpe galaw shapraw ai lam hpe lam madun ya ai ningmu ni de galai shai ya lu ai kun ngu ai lam ni lawm ai.
Ndai lam gaw hpa majaw ahkyak ai kun?
Hpang jahtum e, dai jak gaw shinggyim masha ni lang na matu re. Complex software gaw engineer ni hpe debugging galaw ai shaloi myit daw myit hten ai lam de du hkra shadut ya lu ai. Raitim, n-gun ja ai data sawk sagawn ai atsam gaw, quality hpe hkang ai lam hpe, hpang - galaw shapraw ai lam hpe jep joi ai lam kaw nna, proactive process hpe grau kaja hkra galaw ai lam de galai shai kau ya lu ai.
Jahtum e
Ndai masat kumla kru hpe bai maram yu ngut ai hpang, nang hta asan sha yaw shada ai lam nga ai zawn hkam sha ai kun? Kaja wa nga yang, ndai checklist hpe lang nna, dut mari ai ni hte matut mahkai ai shaloi, na a ga san ni a madang hte hkrak ai lam gaw tsep kawp shai na rai nna, shanhte gaw nang hpe n chye na ai dut mari ga si ni hte fob off galaw na matu n shakut na re.
Ngai a hpaji jaw ga gaw, na a arai a hpaji masa hte na a galaw shapraw lu ai atsam yaw shada lam ni hpe madung tawn nna lata la na matu re. Hkum tsup ai arung arai n nga ai, nang hte htap htuk ai arung arai sha nga ai.
Nang gaw product lata ai lam hta yak hkak nga ai rai yang (sh) specification langai ngai hte seng nna grau hkrak ai ga san ni nga ai rai yang, ngai hpe message shagun ya na matu hkum tsang. Anhte mung hpaji ninghkring manang ni zawn matut bawngban mai ai. Ngai a mahkrum madup gaw, masha law malawng byin chye ai hkalem hkalau lam nkau mi hpe koi lu na matu karum ya lu na hpe myit mada ai.
Mini-LED optical jep chyoi ai jak ni hpe ra sharawng ai galaw shapraw ai ni
Hpaji hparat kungkyang ai, madang tsaw ai automation, digital hparan hpareng ai atsam, hte dut shabra ngut ai hpang -hkum tsup ai daw jau lam ni hpe lata la ai gaw, core shingjawng ai lam hpe jat wa na matu hte htawm hpang na gat lawk a mayak mahkak ni hpe hkap la lu na matu ahkyak nga ai.Anhte a jak rai ni hpe myit lawm ai rai yang (sh) grau kaja ai hparan ladat ni hpe ra sharawng ai rai yang, anhte hpe matut mahkai mai ai. Anhte gaw anhte a grau nna ap nawng ai service.dsty hpe jaw ya na re.
