Food Image Classification Dataset
209K labeled images
Free download
209K+ labeled food images ready for AI and computer vision research. Delivered as an ImageFolder-style ZIP with train / val / test splits and class-labeled folders. Review the source license before use. Compatible with PyTorch, TensorFlow, Keras, and any classification pipeline.
Browse a selection of samples from the Food image dataset.
Categories in this dataset
SashimiBibimbapBagelLobster bisqueOnion ringsTakoyakiPhoMeduvadaiAcorn squashBisibelebathRollJamunShrimpBoleteBaby back ribsDosaDumplingsSoyRed velvet cakeBreakfast burritoMusselsFried calamariShrimp and gritsGrapesBeet saladApplePopsicleLobsterBeef carpaccioAgaricusBeignetsMenuMiso soupPretzelMashed potatoCustard appleButternaanEarthstarChappatiBread puddingChocolate sauceCheese plateFrench friesClub sandwichCarrot cakeCroque madameHotdogChicken wingsChurrosDonutEscargotsGarlic breadPad thaiCheeseburgerChicken curryCheesecakeKathiRussulaStrawberryMacaronsFried foodBuffetEntolomaCarbonaraClam chowderTrayAcornBaklavaFigSpaghetti carbonaraPrime ribGreek saladPineappleFoie grasGrilled cheese sandwichLactariusFrench toastHamburgerVadaOmeletteLobster roll sandwichCannoliIndian pittaBoletusTacosPooriSamosaSpaghetti squashDhoklaPotpieBeef tartareHen of the woodsCaesar saladPoutineMangoChocolate mousseNoodles pastaPaniyaramPavChicken quesadillaPeking duckPongalCortinariusNachosAmerican lobsterNoodlesBirthday cakeVenGulabPulled pork sandwichCookieDeviled eggsHuevos rancherosJackfruitCup cakesAgaricRavioliPeallaTuna tartareRamenUpmaMacaroni and cheeseWafflesEdamameMeat loafCandleHalwaEggs benedictOysterStrawberry shortcakeFrench onion soupGnocchiSeaweed saladIdlyBeansScallopsRisottoKiwiBruschettaRiceFrench loafIce lollyPomegranateFried riceTandooriPeanutCevicheLasagnaFilet mignonChaatPizzaLollipopPanna cottaDonutsSpaghetti bologneseAmanitaFalafelHot potSpring rollsRotisserieConsommeApple pieHot and sour soupBreadWatermelonBlueberryOistersStinkhornPlateBurritoTiramisuCrab cakesPaprikaGyozaIce creamSushiChocolate cakeDoughPork chopTrifleGrilled salmonHygrocybeHummusFrozen yogurtFish and chipsGranny smithSuillusGyromitraPearCaprese saladCreme bruleeGuacamoleSteakEggBiriyani
Tags
Food labeled image dataset
Food photos
Food pictures
Food images
Food dataset
Food image dataset
Data sources
What you get
Food classification dataset, ready to train
Clean folder layout
`train` / `val` / `test` sub-folders per class plus a `meta.json` with label list, split counts, and ImageNet normalization constants — ready for `torchvision.datasets.ImageFolder`.
Your choices, your ZIP
Pick output size, color mode, train/val/test split, and 20 augmentations. The ZIP is built for your exact setup.
Research-friendly
BibTeX citation per dataset and a Colab starter notebook. No signup required to download.
Framework-agnostic
PyTorch, TensorFlow, Ultralytics — pick any. Standard ImageFolder layout works out of the box.
Ready to train?
Configure the split and augmentations, then grab the ZIP.