首页下载资源人工智能轻量级神经网络+MobileNetV3小模型代码与测试包

ZIP轻量级神经网络+MobileNetV3小模型代码与测试包

qq_3289238329.31MB需要积分:1

资源文件列表:

mobilenetv3.zip 大约有25个文件
  1. mobilenetv3/
  2. mobilenetv3/cat.jpeg 5.73KB
  3. mobilenetv3/car.jpeg 8.38KB
  4. mobilenetv3/bird.jpeg 4.47KB
  5. mobilenetv3/run_large_mobilenet.py 2.95KB
  6. mobilenetv3/flops.py 465B
  7. mobilenetv3/mobilenetv3.py 7.63KB
  8. mobilenetv3/__pycache__/
  9. mobilenetv3/__pycache__/mobilenetv3.cpython-310.pyc 6.03KB
  10. mobilenetv3/.idea/
  11. mobilenetv3/.idea/.name 11B
  12. mobilenetv3/.idea/inspectionProfiles/
  13. mobilenetv3/.idea/inspectionProfiles/Project_Default.xml 1.42KB
  14. mobilenetv3/.idea/inspectionProfiles/profiles_settings.xml 174B
  15. mobilenetv3/.idea/.gitignore 176B
  16. mobilenetv3/.idea/mobilenetv3.iml 471B
  17. mobilenetv3/.idea/modules.xml 274B
  18. mobilenetv3/.idea/workspace.xml 13.45KB
  19. mobilenetv3/.idea/misc.xml 270B
  20. mobilenetv3/requirements.txt 148B
  21. mobilenetv3/300_act3_mobilenetv3_large.log 704.92KB
  22. mobilenetv3/300_act3_mobilenetv3_large.pth 19.98MB
  23. mobilenetv3/300_act3_mobilenetv3_small.log 723.63KB
  24. mobilenetv3/imagenet_classes.txt 10.23KB
  25. mobilenetv3/300_act3_mobilenetv3_small.pth 11.42MB

资源介绍:

本资源包包含 MobileNetV3 小模型 (MobileNetV3_Small) 的预训练权重文件（.pth）、训练过程日志、测试图像以及推理代码。当前版本使用了 300_act3_mobilenetv3_small.pth 模型文件，并通过测试图片（如 car.jpeg）进行推理验证。本资源包不仅适合快速理解 MobileNetV3 网络架构，还可直接用于小模型在轻量级设备上的性能测试。此外，资源中包含标签文件和 FLOPs 计算脚本，帮助用户评估网络的复杂度及运行效率。详细介绍可见博客https://wuxian.blog.csdn.net/article/details/143170942
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quail partridge African grey macaw sulphur-crested cockatoo lorikeet coucal bee eater hornbill hummingbird jacamar toucan drake red-breasted merganser goose black swan tusker echidna platypus wallaby koala wombat jellyfish sea anemone brain coral flatworm nematode conch snail slug sea slug chiton chambered nautilus Dungeness crab rock crab fiddler crab king crab American lobster spiny lobster crayfish hermit crab isopod white stork black stork spoonbill flamingo little blue heron American egret bittern crane limpkin European gallinule American coot bustard ruddy turnstone red-backed sandpiper redshank dowitcher oystercatcher pelican king penguin albatross grey whale killer whale dugong sea lion Chihuahua Japanese spaniel Maltese dog Pekinese Shih-Tzu Blenheim spaniel papillon toy terrier Rhodesian ridgeback Afghan hound basset beagle bloodhound bluetick black-and-tan coonhound Walker hound English foxhound redbone borzoi Irish wolfhound Italian greyhound whippet Ibizan hound Norwegian elkhound otterhound Saluki Scottish deerhound Weimaraner Staffordshire bullterrier American Staffordshire terrier Bedlington terrier Border terrier Kerry blue terrier Irish terrier Norfolk terrier Norwich terrier Yorkshire terrier wire-haired fox terrier Lakeland terrier Sealyham terrier Airedale cairn Australian terrier Dandie Dinmont Boston bull miniature schnauzer giant schnauzer standard schnauzer Scotch terrier Tibetan terrier silky terrier soft-coated wheaten terrier West Highland white terrier Lhasa flat-coated retriever curly-coated retriever golden retriever Labrador retriever Chesapeake Bay retriever German short-haired pointer vizsla English setter Irish setter Gordon setter Brittany spaniel clumber English springer Welsh springer spaniel cocker spaniel Sussex spaniel Irish water spaniel kuvasz schipperke groenendael malinois briard kelpie komondor Old English sheepdog Shetland sheepdog collie Border collie Bouvier des Flandres Rottweiler German shepherd Doberman miniature pinscher Greater Swiss Mountain dog Bernese mountain dog Appenzeller EntleBucher boxer bull mastiff Tibetan mastiff French bulldog Great Dane Saint Bernard Eskimo dog malamute Siberian husky dalmatian affenpinscher basenji pug Leonberg Newfoundland Great Pyrenees Samoyed Pomeranian chow keeshond Brabancon griffon Pembroke Cardigan toy poodle miniature poodle standard poodle Mexican hairless timber wolf white wolf red wolf coyote dingo dhole African hunting dog hyena red fox kit fox Arctic fox grey fox tabby tiger cat Persian cat Siamese cat Egyptian cat cougar lynx leopard snow leopard jaguar lion tiger cheetah brown bear American black bear ice bear sloth bear mongoose meerkat tiger beetle ladybug ground beetle long-horned beetle leaf beetle dung beetle rhinoceros beetle weevil fly bee ant grasshopper cricket walking stick cockroach mantis cicada leafhopper lacewing dragonfly damselfly admiral ringlet monarch cabbage butterfly sulphur butterfly lycaenid starfish sea urchin sea cucumber wood rabbit hare Angora hamster porcupine fox squirrel marmot beaver guinea pig sorrel zebra hog wild boar warthog hippopotamus ox water buffalo bison ram bighorn ibex hartebeest impala gazelle Arabian camel llama weasel mink polecat black-footed ferret otter skunk badger armadillo three-toed sloth orangutan gorilla chimpanzee gibbon siamang guenon patas baboon macaque langur colobus proboscis monkey marmoset capuchin howler monkey titi spider monkey squirrel monkey Madagascar cat indri Indian elephant African elephant lesser panda giant panda barracouta eel coho rock beauty anemone fish sturgeon gar lionfish puffer abacus abaya academic gown accordion acoustic guitar aircraft carrier airliner airship altar ambulance amphibian analog clock apiary apron ashcan assault rifle backpack bakery balance beam balloon ballpoint Band Aid banjo bannister barbell barber chair barbershop barn barometer barrel barrow baseball basketball bassinet bassoon bathing cap bath towel bathtub beach wagon beacon beaker bearskin beer bottle beer glass bell cote bib bicycle-built-for-two bikini binder binoculars birdhouse boathouse bobsled bolo tie bonnet bookcase bookshop bottlecap bow bow tie brass brassiere breakwater breastplate broom bucket buckle bulletproof vest bullet train butcher shop cab caldron candle cannon canoe can opener cardigan car mirror carousel carpenter's kit carton car wheel cash machine cassette cassette player castle catamaran CD player cello cellular telephone chain chainlink fence chain mail chain saw chest chiffonier chime china cabinet Christmas stocking church cinema cleaver cliff dwelling cloak clog cocktail shaker coffee mug coffeepot coil combination lock computer keyboard confectionery container ship convertible corkscrew cornet cowboy boot cowboy hat cradle crane crash helmet crate crib Crock Pot croquet ball crutch cuirass dam desk desktop computer dial telephone diaper digital clock digital watch dining table dishrag dishwasher disk brake dock dogsled dome doormat drilling platform drum drumstick dumbbell Dutch oven electric fan electric guitar electric locomotive entertainment center envelope espresso maker face powder feather boa file fireboat fire engine fire screen flagpole flute folding chair football helmet forklift fountain fountain pen four-poster freight car French horn frying pan fur coat garbage truck gasmask gas pump goblet go-kart golf ball golfcart gondola gong gown grand piano greenhouse grille grocery store guillotine hair slide hair spray half track hammer hamper hand blower hand-held computer handkerchief hard disc harmonica harp harvester hatchet holster home theater honeycomb hook hoopskirt horizontal bar horse cart hourglass iPod iron jack-o'-lantern jean jeep jersey jigsaw puzzle jinrikisha joystick kimono knee pad knot lab coat ladle lampshade laptop lawn mower lens cap letter opener library lifeboat lighter limousine liner lipstick Loafer lotion loudspeaker loupe lumbermill magnetic compass mailbag mailbox maillot maillot manhole cover maraca marimba mask matchstick maypole maze measuring cup medicine chest megalith microphone microwave military uniform milk can minibus miniskirt minivan missile mitten mixing bowl mobile home Model T modem monastery monitor moped mortar mortarboard mosque mosquito net motor scooter mountain bike mountain tent mouse mousetrap moving van muzzle nail neck brace necklace nipple notebook obelisk oboe ocarina odometer oil filter organ oscilloscope overskirt oxcart oxygen mask packet paddle paddlewheel padlock paintbrush pajama palace panpipe paper towel parachute parallel bars park bench parking meter passenger car patio pay-phone pedestal pencil box pencil sharpener perfume Petri dish photocopier pick pickelhaube picket fence pickup pier piggy bank pill bottle pillow ping-pong ball pinwheel pirate pitcher plane planetarium plastic bag plate rack plow plunger Polaroid camera pole police van poncho pool table pop bottle pot potter's wheel power drill 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