From 84e632cceb2b7b588d150a3550415d8816ed5d44 Mon Sep 17 00:00:00 2001
From: akineeic <zhiming.zeng@intel.com>
Date: Wed, 4 Dec 2019 10:28:16 +0800
Subject: [PATCH] Dnn example: image-classification initial commit

---
 dnn/image/panda.jpg      |  Bin 0 -> 53804 bytes
 dnn/js_example_style.css |   74 +++
 dnn/labels1000.txt       | 1000 ++++++++++++++++++++++++++++++++++++++
 dnn/main.js              |  291 +++++++++++
 dnn/scalar.html          |   49 ++
 dnn/simd.html            |   49 ++
 dnn/thread.html          |   50 ++
 dnn/thread_simd.html     |   50 ++
 8 files changed, 1563 insertions(+)
 create mode 100644 dnn/image/panda.jpg
 create mode 100644 dnn/js_example_style.css
 create mode 100644 dnn/labels1000.txt
 create mode 100644 dnn/main.js
 create mode 100644 dnn/scalar.html
 create mode 100644 dnn/simd.html
 create mode 100644 dnn/thread.html
 create mode 100644 dnn/thread_simd.html

diff --git a/dnn/image/panda.jpg b/dnn/image/panda.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8b76f304594d1f1c29f68f366d3bf1d71f7aa7be
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diff --git a/dnn/js_example_style.css b/dnn/js_example_style.css
new file mode 100644
index 0000000..6e7a347
--- /dev/null
+++ b/dnn/js_example_style.css
@@ -0,0 +1,74 @@
+body, div{
+    font: 400 14px/22px Roboto,sans-serif;
+    margin-top: 10px
+}
+p {
+    margin-bottom: 0px;
+}
+canvas, img, video {
+    border: 1px solid black;
+}
+td {
+    padding: 10px 0px 0px 10px;
+    text-align: center;
+}
+button {
+    display: inline-block;
+    color: #fff;
+    background-color: #337ab7;
+    border-color: #2e6da4;
+    padding: 6px 12px;
+    margin-bottom: 0;
+    font-size: 14px;
+    font-weight: bold;
+    text-align: center;
+    white-space: nowrap;
+    vertical-align: middle;
+    -ms-touch-action: manipulation;
+    touch-action: manipulation;
+    cursor: pointer;
+    -webkit-user-select: none;
+    -moz-user-select: none;
+    -ms-user-select: none;
+    user-select: none;
+    background-image: none;
+    border: 1px solid transparent;
+    border-radius: 4px;
+}
+button[disabled] {
+    cursor: not-allowed;
+    filter: alpha(opacity=65);
+    -webkit-box-shadow: none;
+    box-shadow: none;
+    opacity: .65;
+}
+.control {
+    margin-bottom: 3px;
+}
+.err {
+    color: red;
+    font-weight: bold;
+}
+.caption {
+    margin: 0;
+    font-weight: bold;
+}
+.code {
+    padding: 4px 6px;
+    margin: 4px 8px 4px 2px;
+    background-color: #FBFCFD;
+    border: 1px solid #C4CFE5;
+    font-family: monospace, fixed;
+    font-size: 13px;
+    min-height: 13px;
+    line-height: 1.0;
+    text-wrap: unrestricted;
+    padding-bottom: 0px;
+    margin: 0px;
+}
+.hidden {
+    display: none;
+}
+.small {
+    max-width: 300px;
+}
diff --git a/dnn/labels1000.txt b/dnn/labels1000.txt
new file mode 100644
index 0000000..722c984
--- /dev/null
+++ b/dnn/labels1000.txt
@@ -0,0 +1,1000 @@
+tench, Tinca tinca
+goldfish, Carassius auratus
+great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias
+tiger shark, Galeocerdo cuvieri
+hammerhead, hammerhead shark
+electric ray, crampfish, numbfish, torpedo
+stingray
+cock
+hen
+ostrich, Struthio camelus
+brambling, Fringilla montifringilla
+goldfinch, Carduelis carduelis
+house finch, linnet, Carpodacus mexicanus
+junco, snowbird
+indigo bunting, indigo finch, indigo bird, Passerina cyanea
+robin, American robin, Turdus migratorius
+bulbul
+jay
+magpie
+chickadee
+water ouzel, dipper
+kite
+bald eagle, American eagle, Haliaeetus leucocephalus
+vulture
+great grey owl, great gray owl, Strix nebulosa
+European fire salamander, Salamandra salamandra
+common newt, Triturus vulgaris
+eft
+spotted salamander, Ambystoma maculatum
+axolotl, mud puppy, Ambystoma mexicanum
+bullfrog, Rana catesbeiana
+tree frog, tree-frog
+tailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui
+loggerhead, loggerhead turtle, Caretta caretta
+leatherback turtle, leatherback, leathery turtle, Dermochelys coriacea
+mud turtle
+terrapin
+box turtle, box tortoise
+banded gecko
+common iguana, iguana, Iguana iguana
+American chameleon, anole, Anolis carolinensis
+whiptail, whiptail lizard
+agama
+frilled lizard, Chlamydosaurus kingi
+alligator lizard
+Gila monster, Heloderma suspectum
+green lizard, Lacerta viridis
+African chameleon, Chamaeleo chamaeleon
+Komodo dragon, Komodo lizard, dragon lizard, giant lizard, Varanus komodoensis
+African crocodile, Nile crocodile, Crocodylus niloticus
+American alligator, Alligator mississipiensis
+triceratops
+thunder snake, worm snake, Carphophis amoenus
+ringneck snake, ring-necked snake, ring snake
+hognose snake, puff adder, sand viper
+green snake, grass snake
+king snake, kingsnake
+garter snake, grass snake
+water snake
+vine snake
+night snake, Hypsiglena torquata
+boa constrictor, Constrictor constrictor
+rock python, rock snake, Python sebae
+Indian cobra, Naja naja
+green mamba
+sea snake
+horned viper, cerastes, sand viper, horned asp, Cerastes cornutus
+diamondback, diamondback rattlesnake, Crotalus adamanteus
+sidewinder, horned rattlesnake, Crotalus cerastes
+trilobite
+harvestman, daddy longlegs, Phalangium opilio
+scorpion
+black and gold garden spider, Argiope aurantia
+barn spider, Araneus cavaticus
+garden spider, Aranea diademata
+black widow, Latrodectus mactans
+tarantula
+wolf spider, hunting spider
+tick
+centipede
+black grouse
+ptarmigan
+ruffed grouse, partridge, Bonasa umbellus
+prairie chicken, prairie grouse, prairie fowl
+peacock
+quail
+partridge
+African grey, African gray, Psittacus erithacus
+macaw
+sulphur-crested cockatoo, Kakatoe galerita, Cacatua galerita
+lorikeet
+coucal
+bee eater
+hornbill
+hummingbird
+jacamar
+toucan
+drake
+red-breasted merganser, Mergus serrator
+goose
+black swan, Cygnus atratus
+tusker
+echidna, spiny anteater, anteater
+platypus, duckbill, duckbilled platypus, duck-billed platypus, Ornithorhynchus anatinus
+wallaby, brush kangaroo
+koala, koala bear, kangaroo bear, native bear, Phascolarctos cinereus
+wombat
+jellyfish
+sea anemone, anemone
+brain coral
+flatworm, platyhelminth
+nematode, nematode worm, roundworm
+conch
+snail
+slug
+sea slug, nudibranch
+chiton, coat-of-mail shell, sea cradle, polyplacophore
+chambered nautilus, pearly nautilus, nautilus
+Dungeness crab, Cancer magister
+rock crab, Cancer irroratus
+fiddler crab
+king crab, Alaska crab, Alaskan king crab, Alaska king crab, Paralithodes camtschatica
+American lobster, Northern lobster, Maine lobster, Homarus americanus
+spiny lobster, langouste, rock lobster, crawfish, crayfish, sea crawfish
+crayfish, crawfish, crawdad, crawdaddy
+hermit crab
+isopod
+white stork, Ciconia ciconia
+black stork, Ciconia nigra
+spoonbill
+flamingo
+little blue heron, Egretta caerulea
+American egret, great white heron, Egretta albus
+bittern
+crane
+limpkin, Aramus pictus
+European gallinule, Porphyrio porphyrio
+American coot, marsh hen, mud hen, water hen, Fulica americana
+bustard
+ruddy turnstone, Arenaria interpres
+red-backed sandpiper, dunlin, Erolia alpina
+redshank, Tringa totanus
+dowitcher
+oystercatcher, oyster catcher
+pelican
+king penguin, Aptenodytes patagonica
+albatross, mollymawk
+grey whale, gray whale, devilfish, Eschrichtius gibbosus, Eschrichtius robustus
+killer whale, killer, orca, grampus, sea wolf, Orcinus orca
+dugong, Dugong dugon
+sea lion
+Chihuahua
+Japanese spaniel
+Maltese dog, Maltese terrier, Maltese
+Pekinese, Pekingese, Peke
+Shih-Tzu
+Blenheim spaniel
+papillon
+toy terrier
+Rhodesian ridgeback
+Afghan hound, Afghan
+basset, basset hound
+beagle
+bloodhound, sleuthhound
+bluetick
+black-and-tan coonhound
+Walker hound, Walker foxhound
+English foxhound
+redbone
+borzoi, Russian wolfhound
+Irish wolfhound
+Italian greyhound
+whippet
+Ibizan hound, Ibizan Podenco
+Norwegian elkhound, elkhound
+otterhound, otter hound
+Saluki, gazelle hound
+Scottish deerhound, deerhound
+Weimaraner
+Staffordshire bullterrier, Staffordshire bull terrier
+American Staffordshire terrier, Staffordshire terrier, American pit bull terrier, pit bull terrier
+Bedlington terrier
+Border terrier
+Kerry blue terrier
+Irish terrier
+Norfolk terrier
+Norwich terrier
+Yorkshire terrier
+wire-haired fox terrier
+Lakeland terrier
+Sealyham terrier, Sealyham
+Airedale, Airedale terrier
+cairn, cairn terrier
+Australian terrier
+Dandie Dinmont, Dandie Dinmont terrier
+Boston bull, Boston terrier
+miniature schnauzer
+giant schnauzer
+standard schnauzer
+Scotch terrier, Scottish terrier, Scottie
+Tibetan terrier, chrysanthemum dog
+silky terrier, Sydney silky
+soft-coated wheaten terrier
+West Highland white terrier
+Lhasa, Lhasa apso
+flat-coated retriever
+curly-coated retriever
+golden retriever
+Labrador retriever
+Chesapeake Bay retriever
+German short-haired pointer
+vizsla, Hungarian pointer
+English setter
+Irish setter, red setter
+Gordon setter
+Brittany spaniel
+clumber, clumber spaniel
+English springer, English springer spaniel
+Welsh springer spaniel
+cocker spaniel, English cocker spaniel, cocker
+Sussex spaniel
+Irish water spaniel
+kuvasz
+schipperke
+groenendael
+malinois
+briard
+kelpie
+komondor
+Old English sheepdog, bobtail
+Shetland sheepdog, Shetland sheep dog, Shetland
+collie
+Border collie
+Bouvier des Flandres, Bouviers des Flandres
+Rottweiler
+German shepherd, German shepherd dog, German police dog, alsatian
+Doberman, Doberman pinscher
+miniature pinscher
+Greater Swiss Mountain dog
+Bernese mountain dog
+Appenzeller
+EntleBucher
+boxer
+bull mastiff
+Tibetan mastiff
+French bulldog
+Great Dane
+Saint Bernard, St Bernard
+Eskimo dog, husky
+malamute, malemute, Alaskan malamute
+Siberian husky
+dalmatian, coach dog, carriage dog
+affenpinscher, monkey pinscher, monkey dog
+basenji
+pug, pug-dog
+Leonberg
+Newfoundland, Newfoundland dog
+Great Pyrenees
+Samoyed, Samoyede
+Pomeranian
+chow, chow chow
+keeshond
+Brabancon griffon
+Pembroke, Pembroke Welsh corgi
+Cardigan, Cardigan Welsh corgi
+toy poodle
+miniature poodle
+standard poodle
+Mexican hairless
+timber wolf, grey wolf, gray wolf, Canis lupus
+white wolf, Arctic wolf, Canis lupus tundrarum
+red wolf, maned wolf, Canis rufus, Canis niger
+coyote, prairie wolf, brush wolf, Canis latrans
+dingo, warrigal, warragal, Canis dingo
+dhole, Cuon alpinus
+African hunting dog, hyena dog, Cape hunting dog, Lycaon pictus
+hyena, hyaena
+red fox, Vulpes vulpes
+kit fox, Vulpes macrotis
+Arctic fox, white fox, Alopex lagopus
+grey fox, gray fox, Urocyon cinereoargenteus
+tabby, tabby cat
+tiger cat
+Persian cat
+Siamese cat, Siamese
+Egyptian cat
+cougar, puma, catamount, mountain lion, painter, panther, Felis concolor
+lynx, catamount
+leopard, Panthera pardus
+snow leopard, ounce, Panthera uncia
+jaguar, panther, Panthera onca, Felis onca
+lion, king of beasts, Panthera leo
+tiger, Panthera tigris
+cheetah, chetah, Acinonyx jubatus
+brown bear, bruin, Ursus arctos
+American black bear, black bear, Ursus americanus, Euarctos americanus
+ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus
+sloth bear, Melursus ursinus, Ursus ursinus
+mongoose
+meerkat, mierkat
+tiger beetle
+ladybug, ladybeetle, lady beetle, ladybird, ladybird beetle
+ground beetle, carabid beetle
+long-horned beetle, longicorn, longicorn beetle
+leaf beetle, chrysomelid
+dung beetle
+rhinoceros beetle
+weevil
+fly
+bee
+ant, emmet, pismire
+grasshopper, hopper
+cricket
+walking stick, walkingstick, stick insect
+cockroach, roach
+mantis, mantid
+cicada, cicala
+leafhopper
+lacewing, lacewing fly
+dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk
+damselfly
+admiral
+ringlet, ringlet butterfly
+monarch, monarch butterfly, milkweed butterfly, Danaus plexippus
+cabbage butterfly
+sulphur butterfly, sulfur butterfly
+lycaenid, lycaenid butterfly
+starfish, sea star
+sea urchin
+sea cucumber, holothurian
+wood rabbit, cottontail, cottontail rabbit
+hare
+Angora, Angora rabbit
+hamster
+porcupine, hedgehog
+fox squirrel, eastern fox squirrel, Sciurus niger
+marmot
+beaver
+guinea pig, Cavia cobaya
+sorrel
+zebra
+hog, pig, grunter, squealer, Sus scrofa
+wild boar, boar, Sus scrofa
+warthog
+hippopotamus, hippo, river horse, Hippopotamus amphibius
+ox
+water buffalo, water ox, Asiatic buffalo, Bubalus bubalis
+bison
+ram, tup
+bighorn, bighorn sheep, cimarron, Rocky Mountain bighorn, Rocky Mountain sheep, Ovis canadensis
+ibex, Capra ibex
+hartebeest
+impala, Aepyceros melampus
+gazelle
+Arabian camel, dromedary, Camelus dromedarius
+llama
+weasel
+mink
+polecat, fitch, foulmart, foumart, Mustela putorius
+black-footed ferret, ferret, Mustela nigripes
+otter
+skunk, polecat, wood pussy
+badger
+armadillo
+three-toed sloth, ai, Bradypus tridactylus
+orangutan, orang, orangutang, Pongo pygmaeus
+gorilla, Gorilla gorilla
+chimpanzee, chimp, Pan troglodytes
+gibbon, Hylobates lar
+siamang, Hylobates syndactylus, Symphalangus syndactylus
+guenon, guenon monkey
+patas, hussar monkey, Erythrocebus patas
+baboon
+macaque
+langur
+colobus, colobus monkey
+proboscis monkey, Nasalis larvatus
+marmoset
+capuchin, ringtail, Cebus capucinus
+howler monkey, howler
+titi, titi monkey
+spider monkey, Ateles geoffroyi
+squirrel monkey, Saimiri sciureus
+Madagascar cat, ring-tailed lemur, Lemur catta
+indri, indris, Indri indri, Indri brevicaudatus
+Indian elephant, Elephas maximus
+African elephant, Loxodonta africana
+lesser panda, red panda, panda, bear cat, cat bear, Ailurus fulgens
+giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca
+barracouta, snoek
+eel
+coho, cohoe, coho salmon, blue jack, silver salmon, Oncorhynchus kisutch
+rock beauty, Holocanthus tricolor
+anemone fish
+sturgeon
+gar, garfish, garpike, billfish, Lepisosteus osseus
+lionfish
+puffer, pufferfish, blowfish, globefish
+abacus
+abaya
+academic gown, academic robe, judge's robe
+accordion, piano accordion, squeeze box
+acoustic guitar
+aircraft carrier, carrier, flattop, attack aircraft carrier
+airliner
+airship, dirigible
+altar
+ambulance
+amphibian, amphibious vehicle
+analog clock
+apiary, bee house
+apron
+ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, dustbin, trash barrel, trash bin
+assault rifle, assault gun
+backpack, back pack, knapsack, packsack, rucksack, haversack
+bakery, bakeshop, bakehouse
+balance beam, beam
+balloon
+ballpoint, ballpoint pen, ballpen, Biro
+Band Aid
+banjo
+bannister, banister, balustrade, balusters, handrail
+barbell
+barber chair
+barbershop
+barn
+barometer
+barrel, cask
+barrow, garden cart, lawn cart, wheelbarrow
+baseball
+basketball
+bassinet
+bassoon
+bathing cap, swimming cap
+bath towel
+bathtub, bathing tub, bath, tub
+beach wagon, station wagon, wagon, estate car, beach waggon, station waggon, waggon
+beacon, lighthouse, beacon light, pharos
+beaker
+bearskin, busby, shako
+beer bottle
+beer glass
+bell cote, bell cot
+bib
+bicycle-built-for-two, tandem bicycle, tandem
+bikini, two-piece
+binder, ring-binder
+binoculars, field glasses, opera glasses
+birdhouse
+boathouse
+bobsled, bobsleigh, bob
+bolo tie, bolo, bola tie, bola
+bonnet, poke bonnet
+bookcase
+bookshop, bookstore, bookstall
+bottlecap
+bow
+bow tie, bow-tie, bowtie
+brass, memorial tablet, plaque
+brassiere, bra, bandeau
+breakwater, groin, groyne, mole, bulwark, seawall, jetty
+breastplate, aegis, egis
+broom
+bucket, pail
+buckle
+bulletproof vest
+bullet train, bullet
+butcher shop, meat market
+cab, hack, taxi, taxicab
+caldron, cauldron
+candle, taper, wax light
+cannon
+canoe
+can opener, tin opener
+cardigan
+car mirror
+carousel, carrousel, merry-go-round, roundabout, whirligig
+carpenter's kit, tool kit
+carton
+car wheel
+cash machine, cash dispenser, automated teller machine, automatic teller machine, automated teller, automatic teller, ATM
+cassette
+cassette player
+castle
+catamaran
+CD player
+cello, violoncello
+cellular telephone, cellular phone, cellphone, cell, mobile phone
+chain
+chainlink fence
+chain mail, ring mail, mail, chain armor, chain armour, ring armor, ring armour
+chain saw, chainsaw
+chest
+chiffonier, commode
+chime, bell, gong
+china cabinet, china closet
+Christmas stocking
+church, church building
+cinema, movie theater, movie theatre, movie house, picture palace
+cleaver, meat cleaver, chopper
+cliff dwelling
+cloak
+clog, geta, patten, sabot
+cocktail shaker
+coffee mug
+coffeepot
+coil, spiral, volute, whorl, helix
+combination lock
+computer keyboard, keypad
+confectionery, confectionary, candy store
+container ship, containership, container vessel
+convertible
+corkscrew, bottle screw
+cornet, horn, trumpet, trump
+cowboy boot
+cowboy hat, ten-gallon hat
+cradle
+crane
+crash helmet
+crate
+crib, cot
+Crock Pot
+croquet ball
+crutch
+cuirass
+dam, dike, dyke
+desk
+desktop computer
+dial telephone, dial phone
+diaper, nappy, napkin
+digital clock
+digital watch
+dining table, board
+dishrag, dishcloth
+dishwasher, dish washer, dishwashing machine
+disk brake, disc brake
+dock, dockage, docking facility
+dogsled, dog sled, dog sleigh
+dome
+doormat, welcome mat
+drilling platform, offshore rig
+drum, membranophone, tympan
+drumstick
+dumbbell
+Dutch oven
+electric fan, blower
+electric guitar
+electric locomotive
+entertainment center
+envelope
+espresso maker
+face powder
+feather boa, boa
+file, file cabinet, filing cabinet
+fireboat
+fire engine, fire truck
+fire screen, fireguard
+flagpole, flagstaff
+flute, transverse flute
+folding chair
+football helmet
+forklift
+fountain
+fountain pen
+four-poster
+freight car
+French horn, horn
+frying pan, frypan, skillet
+fur coat
+garbage truck, dustcart
+gasmask, respirator, gas helmet
+gas pump, gasoline pump, petrol pump, island dispenser
+goblet
+go-kart
+golf ball
+golfcart, golf cart
+gondola
+gong, tam-tam
+gown
+grand piano, grand
+greenhouse, nursery, glasshouse
+grille, radiator grille
+grocery store, grocery, food market, market
+guillotine
+hair slide
+hair spray
+half track
+hammer
+hamper
+hand blower, blow dryer, blow drier, hair dryer, hair drier
+hand-held computer, hand-held microcomputer
+handkerchief, hankie, hanky, hankey
+hard disc, hard disk, fixed disk
+harmonica, mouth organ, harp, mouth harp
+harp
+harvester, reaper
+hatchet
+holster
+home theater, home theatre
+honeycomb
+hook, claw
+hoopskirt, crinoline
+horizontal bar, high bar
+horse cart, horse-cart
+hourglass
+iPod
+iron, smoothing iron
+jack-o'-lantern
+jean, blue jean, denim
+jeep, landrover
+jersey, T-shirt, tee shirt
+jigsaw puzzle
+jinrikisha, ricksha, rickshaw
+joystick
+kimono
+knee pad
+knot
+lab coat, laboratory coat
+ladle
+lampshade, lamp shade
+laptop, laptop computer
+lawn mower, mower
+lens cap, lens cover
+letter opener, paper knife, paperknife
+library
+lifeboat
+lighter, light, igniter, ignitor
+limousine, limo
+liner, ocean liner
+lipstick, lip rouge
+Loafer
+lotion
+loudspeaker, speaker, speaker unit, loudspeaker system, speaker system
+loupe, jeweler's loupe
+lumbermill, sawmill
+magnetic compass
+mailbag, postbag
+mailbox, letter box
+maillot
+maillot, tank suit
+manhole cover
+maraca
+marimba, xylophone
+mask
+matchstick
+maypole
+maze, labyrinth
+measuring cup
+medicine chest, medicine cabinet
+megalith, megalithic structure
+microphone, mike
+microwave, microwave oven
+military uniform
+milk can
+minibus
+miniskirt, mini
+minivan
+missile
+mitten
+mixing bowl
+mobile home, manufactured home
+Model T
+modem
+monastery
+monitor
+moped
+mortar
+mortarboard
+mosque
+mosquito net
+motor scooter, scooter
+mountain bike, all-terrain bike, off-roader
+mountain tent
+mouse, computer mouse
+mousetrap
+moving van
+muzzle
+nail
+neck brace
+necklace
+nipple
+notebook, notebook computer
+obelisk
+oboe, hautboy, hautbois
+ocarina, sweet potato
+odometer, hodometer, mileometer, milometer
+oil filter
+organ, pipe organ
+oscilloscope, scope, cathode-ray oscilloscope, CRO
+overskirt
+oxcart
+oxygen mask
+packet
+paddle, boat paddle
+paddlewheel, paddle wheel
+padlock
+paintbrush
+pajama, pyjama, pj's, jammies
+palace
+panpipe, pandean pipe, syrinx
+paper towel
+parachute, chute
+parallel bars, bars
+park bench
+parking meter
+passenger car, coach, carriage
+patio, terrace
+pay-phone, pay-station
+pedestal, plinth, footstall
+pencil box, pencil case
+pencil sharpener
+perfume, essence
+Petri dish
+photocopier
+pick, plectrum, plectron
+pickelhaube
+picket fence, paling
+pickup, pickup truck
+pier
+piggy bank, penny bank
+pill bottle
+pillow
+ping-pong ball
+pinwheel
+pirate, pirate ship
+pitcher, ewer
+plane, carpenter's plane, woodworking plane
+planetarium
+plastic bag
+plate rack
+plow, plough
+plunger, plumber's helper
+Polaroid camera, Polaroid Land camera
+pole
+police van, police wagon, paddy wagon, patrol wagon, wagon, black Maria
+poncho
+pool table, billiard table, snooker table
+pop bottle, soda bottle
+pot, flowerpot
+potter's wheel
+power drill
+prayer rug, prayer mat
+printer
+prison, prison house
+projectile, missile
+projector
+puck, hockey puck
+punching bag, punch bag, punching ball, punchball
+purse
+quill, quill pen
+quilt, comforter, comfort, puff
+racer, race car, racing car
+racket, racquet
+radiator
+radio, wireless
+radio telescope, radio reflector
+rain barrel
+recreational vehicle, RV, R.V.
+reel
+reflex camera
+refrigerator, icebox
+remote control, remote
+restaurant, eating house, eating place, eatery
+revolver, six-gun, six-shooter
+rifle
+rocking chair, rocker
+rotisserie
+rubber eraser, rubber, pencil eraser
+rugby ball
+rule, ruler
+running shoe
+safe
+safety pin
+saltshaker, salt shaker
+sandal
+sarong
+sax, saxophone
+scabbard
+scale, weighing machine
+school bus
+schooner
+scoreboard
+screen, CRT screen
+screw
+screwdriver
+seat belt, seatbelt
+sewing machine
+shield, buckler
+shoe shop, shoe-shop, shoe store
+shoji
+shopping basket
+shopping cart
+shovel
+shower cap
+shower curtain
+ski
+ski mask
+sleeping bag
+slide rule, slipstick
+sliding door
+slot, one-armed bandit
+snorkel
+snowmobile
+snowplow, snowplough
+soap dispenser
+soccer ball
+sock
+solar dish, solar collector, solar furnace
+sombrero
+soup bowl
+space bar
+space heater
+space shuttle
+spatula
+speedboat
+spider web, spider's web
+spindle
+sports car, sport car
+spotlight, spot
+stage
+steam locomotive
+steel arch bridge
+steel drum
+stethoscope
+stole
+stone wall
+stopwatch, stop watch
+stove
+strainer
+streetcar, tram, tramcar, trolley, trolley car
+stretcher
+studio couch, day bed
+stupa, tope
+submarine, pigboat, sub, U-boat
+suit, suit of clothes
+sundial
+sunglass
+sunglasses, dark glasses, shades
+sunscreen, sunblock, sun blocker
+suspension bridge
+swab, swob, mop
+sweatshirt
+swimming trunks, bathing trunks
+swing
+switch, electric switch, electrical switch
+syringe
+table lamp
+tank, army tank, armored combat vehicle, armoured combat vehicle
+tape player
+teapot
+teddy, teddy bear
+television, television system
+tennis ball
+thatch, thatched roof
+theater curtain, theatre curtain
+thimble
+thresher, thrasher, threshing machine
+throne
+tile roof
+toaster
+tobacco shop, tobacconist shop, tobacconist
+toilet seat
+torch
+totem pole
+tow truck, tow car, wrecker
+toyshop
+tractor
+trailer truck, tractor trailer, trucking rig, rig, articulated lorry, semi
+tray
+trench coat
+tricycle, trike, velocipede
+trimaran
+tripod
+triumphal arch
+trolleybus, trolley coach, trackless trolley
+trombone
+tub, vat
+turnstile
+typewriter keyboard
+umbrella
+unicycle, monocycle
+upright, upright piano
+vacuum, vacuum cleaner
+vase
+vault
+velvet
+vending machine
+vestment
+viaduct
+violin, fiddle
+volleyball
+waffle iron
+wall clock
+wallet, billfold, notecase, pocketbook
+wardrobe, closet, press
+warplane, military plane
+washbasin, handbasin, washbowl, lavabo, wash-hand basin
+washer, automatic washer, washing machine
+water bottle
+water jug
+water tower
+whiskey jug
+whistle
+wig
+window screen
+window shade
+Windsor tie
+wine bottle
+wing
+wok
+wooden spoon
+wool, woolen, woollen
+worm fence, snake fence, snake-rail fence, Virginia fence
+wreck
+yawl
+yurt
+web site, website, internet site, site
+comic book
+crossword puzzle, crossword
+street sign
+traffic light, traffic signal, stoplight
+book jacket, dust cover, dust jacket, dust wrapper
+menu
+plate
+guacamole
+consomme
+hot pot, hotpot
+trifle
+ice cream, icecream
+ice lolly, lolly, lollipop, popsicle
+French loaf
+bagel, beigel
+pretzel
+cheeseburger
+hotdog, hot dog, red hot
+mashed potato
+head cabbage
+broccoli
+cauliflower
+zucchini, courgette
+spaghetti squash
+acorn squash
+butternut squash
+cucumber, cuke
+artichoke, globe artichoke
+bell pepper
+cardoon
+mushroom
+Granny Smith
+strawberry
+orange
+lemon
+fig
+pineapple, ananas
+banana
+jackfruit, jak, jack
+custard apple
+pomegranate
+hay
+carbonara
+chocolate sauce, chocolate syrup
+dough
+meat loaf, meatloaf
+pizza, pizza pie
+potpie
+burrito
+red wine
+espresso
+cup
+eggnog
+alp
+bubble
+cliff, drop, drop-off
+coral reef
+geyser
+lakeside, lakeshore
+promontory, headland, head, foreland
+sandbar, sand bar
+seashore, coast, seacoast, sea-coast
+valley, vale
+volcano
+ballplayer, baseball player
+groom, bridegroom
+scuba diver
+rapeseed
+daisy
+yellow lady's slipper, yellow lady-slipper, Cypripedium calceolus, Cypripedium parviflorum
+corn
+acorn
+hip, rose hip, rosehip
+buckeye, horse chestnut, conker
+coral fungus
+agaric
+gyromitra
+stinkhorn, carrion fungus
+earthstar
+hen-of-the-woods, hen of the woods, Polyporus frondosus, Grifola frondosa
+bolete
+ear, spike, capitulum
+toilet tissue, toilet paper, bathroom tissue
\ No newline at end of file
diff --git a/dnn/main.js b/dnn/main.js
new file mode 100644
index 0000000..55f69a7
--- /dev/null
+++ b/dnn/main.js
@@ -0,0 +1,291 @@
+let testInfo = document.getElementById("testInfo");
+let iterationProgress = document.getElementById("iterationProgress");
+let showIterations = document.getElementById("showIterations");
+let modelLoad = document.getElementById("modelLoad");
+let modelProgress = document.getElementById("modelProgress");
+let showModel = document.getElementById("showModel");
+
+let runButton = document.getElementById("runButton");
+runButton.addEventListener("click", run);
+// Run test only after opencv.js loaded
+cv.onRuntimeInitialized = () => {
+    runButton.disabled = false;
+}
+
+let imgelement = document.getElementById("imgsrc");
+let inputelement = document.getElementById("fileinput");
+inputelement.addEventListener("change", (e) =>{
+    imgelement.src = URL.createObjectURL(e.target.files[0]);
+}, false);
+
+const modelZoo = [
+    {name: 'squeezenet', url: 'https://webnnmodel.s3-us-west-2.amazonaws.com/image_classification/model/squeezenet1.1.onnx'},
+    {name: 'mobilenetv2', url: 'https://webnnmodel.s3-us-west-2.amazonaws.com/image_classification/model/mobilenetv2-1.0.onnx'},
+    {name: 'resnet50v1', url: 'https://webnnmodel.s3-us-west-2.amazonaws.com/image_classification/model/resnet50v1.onnx'},
+    {name: 'resnet50v2', url: 'https://webnnmodel.s3-us-west-2.amazonaws.com/image_classification/model/resnet50v2.onnx'}
+];
+
+/*************************   CONTROL PARAMETERS   **************************/
+
+// Record if the model have been loaded
+let modelStatus = ['squeezenet', 'mobilenetv2', 'resnet50v1', 'resnet50v2'];
+// The forward iterations set by user
+let iterations = Number(document.querySelector('#iterations').value);
+// Flag for first run
+let initFlag = true;
+// Count for iterations finished
+let calIteration = 0;
+// Number of top result to show
+let topNum = 5;
+// Save each forward time 
+let timeSum = [];
+// Lables for image classification result
+let labels;
+// Top result to show
+let classes;
+
+//Detect the click, init the UI and control parameters,
+//check if the model have been loaded, then run the test.
+function run(){
+    initPara();
+    let onnxmodel = document.getElementById("modelName").value;
+    let index = modelStatus.indexOf(onnxmodel);
+    if ( index != -1){
+        modelInfo = getModelById(onnxmodel);
+        modelUrl = modelInfo.url;
+        onnxmodel += '.onnx';
+        showModel.innerHTML = 'Model loading...';
+        createFileFromUrl(onnxmodel, modelUrl, compute, modelState);
+        modelStatus.splice(index, 1);
+    } else{
+        modelLoad.innerHTML = `${onnxmodel} has been loaded before.`;
+        compute();
+    };
+}
+
+function getModelById(id){
+    for(const modelInfo of modelZoo){
+        if (id === modelInfo.name) {
+            return modelInfo;
+        };
+    };
+    return {};
+}
+
+//Init the UI and the control parameters.
+function initPara(){
+    iterations = Number(document.querySelector('#iterations').value);
+    calIteration = 0;
+    timeSum = [];
+
+    testInfo.innerHTML = '';
+    modelLoad.innerHTML = '';
+    showModel.innerHTML = '';
+    modelProgress.value = 0;
+    modelProgress.style.visibility = 'hidden';
+    iterationProgress.style.visibility = 'hidden';
+    showIterations.innerHTML = '';
+
+    if(initFlag){
+        loadLables();
+        initFlag = false;
+    };
+}
+
+//Load labels from the txt for the first run.
+function loadLables(){
+    let url = 'labels1000.txt';
+    let request = new XMLHttpRequest();
+    request.open('GET', url, true);
+    request.onload = function(ev) {
+        if (request.readyState ===4 ) {
+            if(request.status === 200) {
+                labels = request.response;
+                labels = labels.split('\n')
+            };
+        };
+    };
+    request.send();
+}
+
+//The whole compute pipeline.
+function compute (){
+    let inputMat = imageToMat();
+    let onnxmodel = document.getElementById("modelName").value + '.onnx';
+    let net = cv.readNetFromONNX(onnxmodel);
+    console.log('Start inference...')
+    let input = cv.blobFromImage(inputMat, 1, new cv.Size(224, 224), new cv.Scalar(0,0,0));
+    net.setInput(input);
+
+    eachForward(net);
+}
+
+//Excute forward function one by one, update the UI during each forward.
+async function eachForward(net){
+    let start = performance.now();
+    let result =await excute(net);
+    let end = performance.now();
+
+    classes = getTopClasses(result);
+    let delta = end - start;
+    console.log(`Iterations: ${calIteration+1} / ${iterations+1}, inference time: ${delta}ms`);
+    printResult(classes);
+    timeSum.push(delta);   
+    iterationState();
+    ++calIteration;
+
+    if(calIteration<iterations+1){
+        setTimeout(function(){
+            eachForward(net);
+        }, 0);
+    } else{
+        console.log('Test finished!');
+        updateResult(classes);
+        net.delete();
+        result.delete();
+    };
+}
+
+//Excute the net
+async function excute(net){
+    let result = net.forward();
+    return result;
+}
+
+//Read the image from webpage, do the image processing.
+function imageToMat(){
+    let mat = cv.imread("imgsrc");
+    let matC3 = new cv.Mat(mat.matSize[0],mat.matSize[1],cv.CV_8UC3);
+    cv.cvtColor(mat, matC3, cv.COLOR_RGBA2RGB);
+    let matdata = matC3.data;
+    let stddata = [];
+    for(var i=0; i<mat.matSize[0]*mat.matSize[1]; ++i){
+        stddata.push( (matdata[3*i]/255-0.485)/0.229 ); 
+        stddata.push( (matdata[3*i+1]/255-0.456)/0.224 ); 
+        stddata.push( (matdata[3*i+2]/255-0.406)/0.225 );
+    };
+    let inputMat = cv.matFromArray(mat.matSize[0],mat.matSize[1],cv.CV_32FC3,stddata);
+
+    return inputMat;
+}
+
+//Update the iteration UI during the compute process.
+function iterationState() {
+    iterationProgress.style.visibility = 'visible';
+    iterationProgress.value = (calIteration)*100/(iterations);
+    showIterations.innerHTML = `Iterations: ${calIteration} / ${iterations}`;
+}
+
+//Show the final result in the webpage.
+function updateResult(classes){
+    let finalResult = summarize(timeSum);
+    testInfo.style.visibility="visible";
+    testInfo.innerHTML = `<b>Build type</b>: ${document.getElementById("title").innerHTML.split(/[()]/)[1]} <br>
+                                                    <b>Model</b>: ${document.getElementById("modelName").value} <br>
+                                                    <b>Inference Time</b>: ${finalResult.mean.toFixed(2)}`;
+    if(iterations != 1){
+        testInfo.innerHTML += ` ± ${finalResult.std.toFixed(2)} [ms] <br> <br>`;
+    } else{
+        testInfo.innerHTML += ` [ms] <br> <br>`;
+    };
+    testInfo.innerHTML += `<b>label1</b>: ${classes[0].label}, probability: ${classes[0].prob}% <br>
+                           <b>label2</b>: ${classes[1].label}, probability: ${classes[1].prob}% <br>
+                           <b>label3</b>: ${classes[2].label}, probability: ${classes[2].prob}% <br>
+                           <b>label4</b>: ${classes[3].label}, probability: ${classes[3].prob}% <br>
+                           <b>label5</b>: ${classes[4].label}, probability: ${classes[4].prob}%` ;
+}
+
+//Load the file from the filesystem.
+function createFileFromUrl(path, url, callback, onprogress){
+    let request = new XMLHttpRequest();
+    request.open('GET', url, true);
+    request.responseType = 'arraybuffer';
+    request.onload = function(ev) {
+        if (request.readyState === 4) {
+            if (request.status === 200) {
+                let data = new Uint8Array(request.response);
+                cv.FS_createDataFile('/', path, data, true, false, false);
+                showModel.innerHTML = 'Model loaded.';
+                callback();
+            } else {
+                console.log('Failed to load ' + url + ' status: ' + request.status);
+            }
+        }
+    };
+    request.send();
+    request.onprogress = onprogress;
+};
+
+//Show the model status when load the model.
+function modelState(ev){
+    modelProgress.style.visibility = 'visible';
+    let totalSize = ev.total / (1000 * 1000);
+    let loadedSize = ev.loaded / (1000 * 1000);
+    let percentComplete = ev.loaded / ev.total * 100;
+    modelLoad.innerHTML = `${loadedSize.toFixed(2)}/${totalSize.toFixed(2)}MB ${percentComplete.toFixed(2)}%`;
+    modelProgress.value = percentComplete;
+}
+
+//Add softmax layer to gengerate the probility.
+function softmax(arr) {
+    const C = Math.max(...arr);
+    const d = arr.map((y) => Math.exp(y - C)).reduce((a, b) => a + b);
+    return arr.map((value, index) => { 
+        return Math.exp(value - C) / d;
+    })
+}
+
+//Find the top num labels from the forward result.
+function getTopClasses(mat) {
+    let initdata = mat.data32F;
+    initdata = softmax(initdata);
+    let probs = Array.from(initdata);
+    let indexes = probs.map((prob, index) => [prob, index]);
+    let sorted = indexes.sort((a, b) => {
+    if (a[0] === b[0]) {return 0;}
+    return a[0] < b[0] ? -1 : 1;
+    });
+    sorted.reverse();
+    let classes = [];
+    for (let i = 0; i < topNum; ++i) {
+    let prob = sorted[i][0];
+    let index = sorted[i][1];
+    let c = {
+        label: labels[index],
+        prob: (prob * 100).toFixed(2)
+    }
+    classes.push(c);
+    }
+    return classes;
+}
+
+//Print each inference result in the console.
+function printResult(classes){
+    for (let i = 0; i < topNum; ++i){
+        console.log(`label: ${classes[i].label}, probability: ${classes[i].prob}%`)
+    }
+}
+
+//Generate the summarize result from the collect time.
+function summarize(results) {
+    if (results.length !== 0) {
+        // remove first run, which is regarded as "warming up" execution
+        results.shift();
+        let d = results.reduce((d, v) => {
+            d.sum += v;
+            d.sum2 += v * v;
+            return d;
+        }, {
+            sum: 0,
+            sum2: 0
+        });
+        let mean = d.sum / results.length;
+        let std = Math.sqrt((d.sum2 - results.length * mean * mean) / (results.length - 1));
+        return {
+            mean: mean,
+            std: std
+        };
+    } else {
+        return null;
+    };
+}
diff --git a/dnn/scalar.html b/dnn/scalar.html
new file mode 100644
index 0000000..7fe8ca6
--- /dev/null
+++ b/dnn/scalar.html
@@ -0,0 +1,49 @@
+<!DOCTYPE html>
+<html>
+
+<head> 
+    <meta charset="utf-8"> 
+    <title>OpenCV.js Image Classification Example</title> 
+    <link href="js_example_style.css" rel="stylesheet" type="text/css" />
+</head>
+
+<body>
+
+    <h2 id="title">OpenCV.js Image Classification Example (Scalar)</h2>
+
+    <div>
+        <p><b>Model</b></p>
+        <select id='modelName'>
+            <option>squeezenet</option>
+            <option>mobilenetv2</option>
+            <option>resnet50v1</option>
+            <option>resnet50v2</option>
+        </select>
+        <p id="modelLoad"></p>
+        <progress id="modelProgress" value="0" max="100" style="visibility: hidden"></progress>
+        <span id="showModel" style="visibility: visible"></span>
+    </div>
+
+    <div>
+        <p><b>Iterations</b></p>
+        <input type='number' id='iterations' min='1' size='4' value='1'>
+    </div>
+
+
+    <div class="inputoutput">
+        <img id="imgsrc" width="224" height="224" alt="No image" src='./image/panda.jpg' />
+        <br><b>test image</b> <input type="file" id="fileinput" name="file" />
+    </div>
+
+    <button type="button" id="runButton" disabled="disabled">run</button>
+    <br> <progress id="iterationProgress" value="0" max="100" style="visibility: hidden"></progress>
+    <span id="showIterations" style="visibility: visible"></span>
+    <P style="visibility: hidden" id="testInfo"></P>
+
+
+    <script src="../build/scalar/opencv.js" type="text/javascript"></script>
+    <script src="./main.js" type="text/javascript"></script>
+
+</body>
+
+</html>
diff --git a/dnn/simd.html b/dnn/simd.html
new file mode 100644
index 0000000..67a436b
--- /dev/null
+++ b/dnn/simd.html
@@ -0,0 +1,49 @@
+<!DOCTYPE html>
+<html>
+
+<head> 
+    <meta charset="utf-8"> 
+    <title>OpenCV.js Image Classification Example</title> 
+    <link href="js_example_style.css" rel="stylesheet" type="text/css" />
+</head>
+
+<body>
+
+    <h2 id="title">OpenCV.js Image Classification Example (SIMD)</h2>
+
+    <div>
+        <p><b>Model</b></p>
+        <select id='modelName'>
+            <option>squeezenet</option>
+            <option>mobilenetv2</option>
+            <option>resnet50v1</option>
+            <option>resnet50v2</option>
+        </select>
+        <p id="modelLoad"></p>
+        <progress id="modelProgress" value="0" max="100" style="visibility: hidden"></progress>
+        <span id="showModel" style="visibility: visible"></span>
+    </div>
+
+    <div>
+        <p><b>Iterations</b></p>
+        <input type='number' id='iterations' min='1' size='4' value='1'>
+    </div>
+
+
+    <div class="inputoutput">
+        <img id="imgsrc" width="224" height="224" alt="No image" src='./image/panda.jpg' />
+        <br><b>test image</b> <input type="file" id="fileinput" name="file" />
+    </div>
+
+    <button type="button" id="runButton" disabled="disabled">run</button>
+    <br> <progress id="iterationProgress" value="0" max="100" style="visibility: hidden"></progress>
+    <span id="showIterations" style="visibility: visible"></span>
+    <P style="visibility: hidden" id="testInfo"></P>
+
+
+    <script src="../build/simd/opencv.js" type="text/javascript"></script>
+    <script src="./main.js" type="text/javascript"></script>
+
+</body>
+
+</html>
diff --git a/dnn/thread.html b/dnn/thread.html
new file mode 100644
index 0000000..152fca1
--- /dev/null
+++ b/dnn/thread.html
@@ -0,0 +1,50 @@
+<!DOCTYPE html>
+<html>
+
+<head> 
+    <meta charset="utf-8"> 
+    <title>OpenCV.js Image Classification Example</title> 
+    <link href="js_example_style.css" rel="stylesheet" type="text/css" />
+</head>
+
+<body>
+
+    <h2 id="title">OpenCV.js Image Classification Example (Threads)</h2>
+
+    <div>
+        <p><b>Model</b></p>
+        <select id='modelName'>
+            <option>squeezenet</option>
+            <option>mobilenetv2</option>
+            <option>resnet50v1</option>
+            <option>resnet50v2</option>
+        </select>
+        <p id="modelLoad"></p>
+        <progress id="modelProgress" value="0" max="100" style="visibility: hidden"></progress>
+        <span id="showModel" style="visibility: visible"></span>
+    </div>
+
+    <div>
+        <p><b>Iterations</b></p>
+        <input type='number' id='iterations' min='1' size='4' value='1'>
+    </div>
+
+
+    <div class="inputoutput">
+        <img id="imgsrc" width="224" height="224" alt="No image" src='./image/panda.jpg' />
+        <br><b>test image</b> <input type="file" id="fileinput" name="file" />
+    </div>
+
+    <button type="button" id="runButton" disabled="disabled">run</button>
+    <br> <progress id="iterationProgress" value="0" max="100" style="visibility: hidden"></progress>
+    <span id="showIterations" style="visibility: visible"></span>
+    <P style="visibility: hidden" id="testInfo"></P>
+
+
+    <script src="../build/thread/opencv.js" type="text/javascript"></script>
+    <script src="../build/thread/opencv_js.worker.js" type="text/javascript"></script>
+    <script src="./main.js" type="text/javascript"></script>
+
+</body>
+
+</html>
diff --git a/dnn/thread_simd.html b/dnn/thread_simd.html
new file mode 100644
index 0000000..9892c7f
--- /dev/null
+++ b/dnn/thread_simd.html
@@ -0,0 +1,50 @@
+<!DOCTYPE html>
+<html>
+
+<head> 
+    <meta charset="utf-8"> 
+    <title>OpenCV.js Image Classification Example</title> 
+    <link href="js_example_style.css" rel="stylesheet" type="text/css" />
+</head>
+
+<body>
+
+    <h2 id="title">OpenCV.js Image Classification Example (Threads_SIMD)</h2>
+
+    <div>
+        <p><b>Model</b></p>
+        <select id='modelName'>
+            <option>squeezenet</option>
+            <option>mobilenetv2</option>
+            <option>resnet50v1</option>
+            <option>resnet50v2</option>
+        </select>
+        <p id="modelLoad"></p>
+        <progress id="modelProgress" value="0" max="100" style="visibility: hidden"></progress>
+        <span id="showModel" style="visibility: visible"></span>
+    </div>
+
+    <div>
+        <p><b>Iterations</b></p>
+        <input type='number' id='iterations' min='1' size='4' value='1'>
+    </div>
+
+
+    <div class="inputoutput">
+        <img id="imgsrc" width="224" height="224" alt="No image" src='./image/panda.jpg' />
+        <br><b>test image</b> <input type="file" id="fileinput" name="file" />
+    </div>
+
+    <button type="button" id="runButton" disabled="disabled">run</button>
+    <br> <progress id="iterationProgress" value="0" max="100" style="visibility: hidden"></progress>
+    <span id="showIterations" style="visibility: visible"></span>
+    <P style="visibility: hidden" id="testInfo"></P>
+
+
+    <script src="../build/thread_simd/opencv.js" type="text/javascript"></script>
+    <script src="../build/thread_simd/opencv_js.worker.js" type="text/javascript"></script>
+    <script src="./main.js" type="text/javascript"></script>
+
+</body>
+
+</html>