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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:

banana apple car orange dog

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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:

banana apple car orange dog

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

AI project thumbnail

Object Detection

AI

by Artificial intelligence tools

61 images1 model

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

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

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

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

Waste Classification project thumbnail

Waste Classification

by Waste Classification

3.09k images3

Bread Fruit Glass Bottles Glass Jars Paper Plastic Bags

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

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 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

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

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

Organic project thumbnail

Object Detection

Organic

1.09k images

Bio-degradable Food Fruit Leaf Vegetable

Fruit_Detection_YoLov8 project thumbnail

Object Detection

Fruit_Detection_YoLov8

360 images

Banana Chili Dragon-Fruit Egg Orange Tomato

NPG_Project project thumbnail

Object Detection

NPG_Project

by qsc

8.83k images

apple avocado banana beef beer blueberry broccoli butter carrot cherry chicken chocolate coke corn crab cucumber egg garlic grape kiwi

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

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

Fruit project thumbnail

Object Detection

Fruit

by Thunwa Jeeraprayoon

106 images

0 Apple Banana Fruit Grape Mango Strawberryt

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

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

My First Project project thumbnail

Object Detection

My First Project

by Trngs Workspace

90 images

banana fruit vegetable

Object Detection Rovira project thumbnail

Object Detection

Object Detection Rovira

by Roboflow Trial

31 images2 models

Apple Banana Dragon Fruit Dragonfruit Grapes Kiwi Motor Pineapple

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

fruit456 project thumbnail

Object Detection

fruit456

30 images2 models

apple banana fruit orange

waste_classification_data project thumbnail

Object Detection

waste_classification_data

8.16k images

chocolate coffee drink food fruit grass paper plant plastic vegetable 63 all-B8mP

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

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

fruits 2 project thumbnail

Object Detection

fruits 2

4.53k images

lemon papaya pomegranate tomato Apple Banana Carambola Chilli Coconut Dragon fruit black berry fig grapes lychee persimmon raspberry

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

FV project thumbnail

Object Detection

FV

by FV

8.6k images

walnut Dragon fruit Lettuce chestnut coriander spinach

CSR project thumbnail

Object Detection

CSR

by forensic science project

6k images

animal backpack bag ball balloon basket bed bicycle bird book bottle bowl box broken glass building cabinet cable camera can candle

fruit detection project thumbnail

Object Detection

fruit detection

by EleswariReddy

40 images1 model

apple banana fruit '

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

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

donut-unknown project thumbnail

donut-unknown

1.25k images

donut fruit Unlabeled unknown

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

autorecycle2 project thumbnail

Object Detection

autorecycle2

3.94k images

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

fruit detector project thumbnail

Object Detection

fruit detector

by Vijethas Workspace

40 images

apple banana fruit-detector

label project thumbnail

Object Detection

label

by My Workspace

240 images

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