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Project Type

Object Detection

Classification

Instance Segmentation

+3

Model Type

RF-DETR

YOLO26

YOLOv11

YOLOv8

YOLO-NAS

+4

Classes

Related Objects of Interest:

apple banana dog car orange

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Try Fruit Detection API

Run on custom image

Drop or click to upload

# 1. Import the library
from inference_sdk import InferenceHTTPClient

# 2. Connect to your workspace
client = InferenceHTTPClient(
  api_url="https://serverless.roboflow.com",
  api_key="API_KEY"
)

# 3. Run your workflow on an image
result = client.run_workflow(
  workspace_name="<YOUR_WORKSPACE>",
  workflow_id="<YOUR_WORKFLOW_ID>",
  images={
    "image": "YOUR_IMAGE.jpg"  # Path to your image file
  },
  parameters={
    "classes": "fruit"
  },
  use_cache=True  # cache workflow definition for 15 minutes
)

# 4. Get your results
print(result)

Top Fruit Datasets and Models

The datasets below can be used to train fine-tuned models for fruit detection. You can explore each dataset in your browser using Roboflow and export the dataset into one of many formats.

Related Objects of Interest:

apple banana dog car orange

Detecção de Imagens project thumbnail

Object Detection

Detecção de Imagens

by Identification of Native Tree Species of the Brazilian Cerrado

100 images3 models

1 Caryocar flower Caryocar fruit Caryocar leaves ab Caryocar leaves ad Enterolobium leaves ab Enterolobium leaves ad Fruit Seed Tabebuia aurea Tabebuia flower Tabebuia leaves Tabebuia leaves - 1 Unlabeled

Conjunto de testes - Transcricao project thumbnail

Object Detection

Conjunto de testes - Transcricao

497 images6

(sabores)*Leite em Pó Integral Sachê Italac 800g 0 0.79 00 01 01.29 01.75 02 02.09 02.29 02.49 023 03 04 04.39 04.45 05.39 09.99 1

nhom lau ga la e project thumbnail

Object Detection

nhom lau ga la e

342 images

animal bike book car clothes dog flag food fruit gold logo people plane ship church dinh doc lap frink meeting pagoda school

detection project thumbnail

Object Detection

detection

576 images1

animal bed bench bicycle book bottle building bus car cellphone chair couch cup door fruit gas stove ladder lamp laptop motorcycle

My First Project project thumbnail

Object Detection

My First Project

by surendherRedddy

69 images

apple banana bike bird carrot cat cherry cucumber dog fox ginger goat house lemon lion mango mushroom onion orange panda

Gold Crowded Merged A Release Test project thumbnail

Instance Segmentation

Gold Crowded Merged A Release Test

by SA-Co Gold Dataset

846 images

animal apple backpack bag balloon basket bed beef beer bench bicycle bird blueberry boat bolt book bottle bowl box bridge

Gold Crowded Merged C Release Test project thumbnail

Instance Segmentation

Gold Crowded Merged C Release Test

by SA-Co Gold Dataset

846 images

animal apple backpack bag balloon basket bed beef beer bench bicycle bird blueberry boat bolt book bottle bowl box bridge

human_tcv_new project thumbnail

Object Detection

human_tcv_new

13.6k images

battery Box Can Clothes Food Fruit and Vegetable Human Paper Plastic Waste Hazardous

1000 per class project thumbnail

Object Detection

1000 per class

by New Workspace

5k images2

Ball Book Bowl Bread Car Chair Dog Flower Fruit Woman

Gold Crowded Merged B Release Test project thumbnail

Instance Segmentation

Gold Crowded Merged B Release Test

by SA-Co Gold Dataset

846 images

animal apple backpack bag balloon basket bed beef beer bench bicycle bird blueberry boat bolt book bottle bowl box bridge

AI project thumbnail

Object Detection

AI

by Artificial intelligence tools

61 images1 model

apple ball banana cat dog grape orange pet-fruit-sport

100 per calss 2 and 4 project thumbnail

Object Detection

100 per calss 2 and 4

by New Workspace

5.99k images2

Bowl Car Cat Chair Dog Flower Fruit Tree Window Woman

Gold Metaclip Merged B Release Test project thumbnail

Instance Segmentation

Gold Metaclip Merged B Release Test

by SA-Co Gold Dataset

606 images

avocado bag ball bed board body bottle bowl box broccoli building butterfly button cabinet cable cake camera candy cap car

Gold Metaclip Merged A Release Test project thumbnail

Instance Segmentation

Gold Metaclip Merged A Release Test

by SA-Co Gold Dataset

606 images

airplane avocado bag ball bed belt body bottle bowl box broccoli building butterfly button cabinet cable cake camera candy cap

Shoot Detect project thumbnail

Object Detection

Shoot Detect

by public flavor enhance

4.27k images3

face fall food forest fruit manhole rubbish sign smoke alcohol bi g blood campfire classy dirty corner explosion flowers g ra s s he li machine

Tree Detection project thumbnail

Object Detection

Tree Detection

by Siyanda Ngcobo

3.61k images13

Accordion Airplane Alpaca Ambulance Animal Antelope Apple Artichoke Auto part Backpack Ball Balloon Barge Bear Bee Beehive Beer Beetle Bench Bicycle

1000 per class 2 project thumbnail

Object Detection

1000 per class 2

by New Workspace

4.99k images1

Bowl Car Cat Chair Dog Flower Fruit Tree Window

Test01 project thumbnail

Object Detection

Test01

by WasteDetection

9.88k images1

battery book bowl cardboard cigarette food fruit glass light lighter mask paper pen shirt CD Electronic bucket cans coffee_residue dangerous

PGC project thumbnail

Object Detection

PGC

by TCC

2.89k images1 model20

apple bottle door glasses orange ripe 0 1 2 Backpack Bottle Door Eyewear Face Fruit LabCoat Mask Person face-mask lab-coat

Waste Classification project thumbnail

Waste Classification

by Waste Classification

3.09k images3

Bread Fruit Glass Bottles Glass Jars Paper Plastic Bags

retail-grocery-main3 project thumbnail

Object Detection

retail-grocery-main3

2

27.9k images

apple avocado banana beef beer bell pepper blueberry bread broccoli butter carrot carton cherry chicken chocolate coke corn crab cucumber egg

fruit456 project thumbnail

Object Detection

fruit456

30 images2 models

apple banana fruit orange

dataset project thumbnail

Object Detection

dataset

by waste detection and seperation system

3.16k images

battery fruit glass metal paper plastic vegetable chemical electronic kitchen-waste leaves

object-detection project thumbnail

Object Detection

object-detection

3.17k images

Apple Banana Blueberry Cantaloupe Carrot Cashew Cherry Corn Cucumber Fig Gooseberry Grape Grapefruit Kiwi Lemon Lemon Drop Mangosteen Loquat Mango Olive Orange

Instagram Dataset project thumbnail

Object Detection

Instagram Dataset

by [email protected]

2.54k images

airplane animal bag bicycle book bus cake camera car coffee dress drink flower food fruit guitar mask mirror notebook pen

Annotated_Dataset project thumbnail

Object Detection

Annotated_Dataset

by ObjectDetection

50 images1

ball bike book car cat chair cloth cow cup cycle dog fruit helmet lamp laptop person phone plant sofa table

금쪽이 project thumbnail

Object Detection

금쪽이

by

166 images88

Branch Fruit Rootdown Rootup Slub Tree Trunk

Object detection -Waste project thumbnail

Object Detection

Object detection -Waste

by wastedetection

77 images1 model

bottle bread 4-KR1r Banana Book Box Chilli Flower paper Fruit Glass Knife Metal Negapolish Onion Paper Pen Plastic Cover Scissor Sepal Tin

fruits2 project thumbnail

Object Detection

fruits2

2.78k images

apple avocado banana carrot grape guava lemon mango peach pear pineapple strawberry tomato watermelon Cherry Kiwi Orange dragon fruit sugar apple

My First Project project thumbnail

Object Detection

My First Project

by Lions Workspace

563 images

apple banana broccoli carrot kiwi orange papaya potato tomato A-Kuan Baked goods Beer Bottle Bowl Breeze Building Cake Chair Chopsticks Clothing

recipe project thumbnail

Object Detection

recipe

1

48.4k images

apple banana beef broccoli cabbage carrot cauliflower cherry chicken coconut crab cucumber eggplant fish garlic grape mango mushroom onion orange

correctdata project thumbnail

Object Detection

correctdata

by Object Detection

115 images

Object Part Segmentation project thumbnail

Instance Segmentation

Object Part Segmentation

by CVMCEgoAffordance

516 images

apple bag ball banana basketball bed book bottle bowl box cable cloth clothes clothing cookie cucumber cup egg eggplant fish

fruit-vegetables project thumbnail

Object Detection

fruit-vegetables

by Cdric Chauvet

5.65k images

apple avocado banana blueberry broccoli carrot cauliflower cherry grape lemon lettuce lime melon mushroom onion papaya peach pear pineapple potato

Fruit_Detection_YoLov8 project thumbnail

Object Detection

Fruit_Detection_YoLov8

360 images

Banana Chili Dragon-Fruit Egg Orange Tomato

Fruit project thumbnail

Object Detection

Fruit

by Thunwa Jeeraprayoon

106 images

0 Apple Banana Fruit Grape Mango Strawberryt

kichen goods project thumbnail

Object Detection

kichen goods

98 images

Baked goods Beer Bottle Bowl Building Cake Chopsticks Clothing Cocktail Coffee Coffee cup Cream Cutting board Dairy Product Dessert Drink Fast food Fish Food Fork

autorecycle2 project thumbnail

Object Detection

autorecycle2

3.94k images

Aluminium Banana Food, meat, Fruit, vegetable Orange fruit Organic Paper Plastic

fishy project thumbnail

Object Detection

fishy

3.29k images1 model

apple avocado bear bicycle bird bus cabbage camel camera car carrot cat chicken clock cow crab deer dog dolphin elephant

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