Related Objects of Interest: pizza , rice , bread , apple , tacos , hamburger , sushi , eggplant , french toast , nachos

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Top Toast Computer Vision Models

The models below have been fine-tuned for various toast detection tasks. You can try out each model in your browser, or test an edge deployment solution (i.e. to an NVIDIA Jetson). You can use the datasets associated with the models below as a starting point for building your own toast detection model.

At the bottom of this page, we have guides on how to count toasts in images and videos.

Object Detection Model snap

App Elements

appelementdetect

118 images 75 classes 1 model

back bubble button cart close keyboard logo switch text ad ai button amount app-elements-detection avatar buying button call comment comment button compose compose button

Object Detection Model snap

ui-elements-pixelait

learn

50 images 31 classes 3 models

Background Bottom sheet Button Card Checkbox Date picker Dropdown Footer Header Heading Icon Image Input Keyboard Link Logo Modal Nav bar Progress Bar Radio Button

Instance Segmentation Model yolov8s yolov8

bread_segmentation

licenta

1.6k images 16 classes 5 models

bread baguette black bun burned cooked integral loaf no_seeds oblong raised round seeds toast uncooked white

Object Detection Model

food detection

101 images 57 classes 1 model

bread lettuce pizza rice salad sandwich vegetable Apple Apple-pie Arugula Baklava Banana Basta Bottel of water Brocoli Cake Chocolate sauce Dounts Egg Falafel

Instance Segmentation Model

foodScan

166 images 4 classes 1 model

Chicken-Breast Nutella-Toast Steak Weet-Bix

Object Detection Model

FoodDet

thesis

6.7k images 199 classes 2 models

apple banana bell pepper broccoli cauliflower cucumber ice cream kiwi lettuce milk object pineapple pizza sushi walnut yogurt 0 1 10 100

Classification Model

Nutrition Food Proj (B0)

Omikuji

735 images 1989 classes 1 model

Object Detection Model yolov11 yolov11s

Lebensmittel

FaPra

234 images 33 classes 1 model

Apfel Aubergine Backpapier Banane Birne Brötchen Chips Dosengetränk Eier Frischhaltefolie Granatapfel Graubrot Kaki Karotte Kartoffel Kiwi Knoblauch Knäckebrot Mango Medizin

Object Detection Model yolov11 yolov11s

LebensmittelTestVersion

FaPra

234 images 33 classes 1 model

Apfel Aubergine Backpapier Banane Birne Brötchen Chips Dosengetränk Eier Frischhaltefolie Granatapfel Graubrot Kaki Karotte Kartoffel Kiwi Knoblauch Knäckebrot Mango Medizin

Object Detection Model

Food Detection

University of Moratuwa

9.8k images 156 classes 1 model

eggplant fish hamburger hot dog ice cream pizza sushi sweet potato 1 10 100 101 102 11 12 14 15 17 19 2

Instance Segmentation Model yolov8x yolov8

seg

test

1.5k images 16 classes 7 models

bread baguette black bun burned cooked integral loaf no_seeds oblong raised round seeds toast uncooked white

Object Detection Model yolov8s yolov8 snap

Food Images

Object Detection

3.1k images 102 classes 1 model

apple cucumber eggplant hamburger hot dog ice cream pizza rice salad salmon sweet potato Aloo_gobi Biryani Boiled Egg Chai Kulfi OnionPakoda Rice aloo matar aloo methi

Object Detection Model

United_yolov8_test

Food Recognition

6.2k images 102 classes 1 model

Instance Segmentation Model yolov8x yolov8

bread-segmentation

school

1.5k images 16 classes 4 models

bread baguette black bun burned cooked integral loaf no_seeds oblong raised round seeds toast uncooked white

Instance Segmentation Model yolov8x yolov8

bread-segmentation

university

1.1k images 18 classes 3 models

bread baguette black bun burned cooked integral loaf no_seeds oblong raised round seeds semi-cooked toast uncooked under white

Instance Segmentation Model yolov8 yolov8x snap

FOOD_DATA

UIU IAR

1.6k images 113 classes 1 model

apple banana beef blueberry bread cabbage carrot cauliflower chicken cucumber date egg fish garlic grape juice lemon mango meat mushroom

Object Detection Model snap

EveryThing

Fau Tataran

200 images 53 classes 1 model

airplane backpack bear bench bicycle bird boat book bottle bowl bus cake car cat cell phone chair clock dog elephant fork

Object Detection Model snap

Willage_Sept

SegCombined

1.8k images 128 classes 1 model

beef bread broccoli burger carrot cheese chicken cookie cucumber donut egg eggplant fish fruit milk orange pasta pizza potato rice

Object Detection Model snap

SAM Data

784 images 134 classes 1 model

mango Apple Asparagus BabySpinach Bacon Banana Peel Banana Peels Beagle Beans Beef Biscuit Black Beans Black Olive Blueberry Bones Bowl Bread Broccoli Burger Califlower

Object Detection Model yolov8s yolov8 snap

NutraCal-Food Detection

Object Detection

2.1k images 88 classes 1 model

apple cucumber eggplant hamburger hot dog ice cream pizza salad sweet potato Aloo_gobi Biryani Boiled Egg Chai Kulfi OnionPakoda Rice aloo matar aloo methi aloo tikki beef carpaccio

Instance Segmentation Model yolov8n yolov8

bread-seg

class

1.6k images 16 classes 4 models

bread baguette black bun burned cooked integral loaf no_seeds oblong raised round seeds toast uncooked white

Instance Segmentation Model

br-is

university

1.2k images 17 classes 1 model

bread baguette black bun burned cooked integral loaf no_seeds oblong raised round seeds semi-cooked toast uncooked white

Object Detection Model

Food Items

work

643 images 25 classes 1 model

apple avocado banana bread broccoli carrot cheese chicken cucumber egg pasta potato rice salad salmon tomato beans grapes mixed vegetables noodles

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