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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 tomato lemon 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:

apple banana tomato lemon 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

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

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

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

Waste Classification project thumbnail

Waste Classification

by Waste Classification

3.09k images3

Bread Fruit Glass Bottles Glass Jars Paper Plastic Bags

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

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

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

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

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

Fruit project thumbnail

Object Detection

Fruit

by Thunwa Jeeraprayoon

106 images

0 Apple Banana Fruit Grape Mango Strawberryt

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

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

fruit456 project thumbnail

Object Detection

fruit456

30 images2 models

apple banana fruit orange

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

Fruit_Detection_YoLov8 project thumbnail

Object Detection

Fruit_Detection_YoLov8

360 images

Banana Chili Dragon-Fruit Egg Orange Tomato

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

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

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

Organic project thumbnail

Object Detection

Organic

1.09k images

Bio-degradable Food Fruit Leaf Vegetable

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

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

fruit detection project thumbnail

Object Detection

fruit detection

by EleswariReddy

40 images1 model

apple banana fruit '

My First Project project thumbnail

Object Detection

My First Project

by Trngs Workspace

90 images

banana fruit vegetable

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

tomato project thumbnail

Instance Segmentation

tomato

80 images1 model

fruit grape tomato stem tomato-stem

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

Jun's Dataset 5 project thumbnail

Object Detection

Jun's Dataset 5

by Zhuanti Dataset V2

2.35k images

Coconut Crab Dragon Fruit Durian Edamame Lemon Okra Papaya Prawn Squid

ArtMind Detection project thumbnail

Object Detection

ArtMind Detection

733 images2 models9

animal bag ball balloon bee bicycle bird butterfly button camera clock cloud cookie donut eye fan fish flag flower food

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

CW-IT-1.1-2 Hector Fajardo project thumbnail

Object Detection

CW-IT-1.1-2 Hector Fajardo

50 images

Showing 1 - 50 of 300