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Object Detection

Classification

Instance Segmentation

+3

Model Type

RF-DETR

YOLO26

YOLOv11

YOLOv8

YOLO-NAS

+4

Classes

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apple banana pineapple orange bread

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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 pineapple orange bread

VERSION1 project thumbnail

Object Detection

VERSION1

486 images3

detection-v1 project thumbnail

Object Detection

detection-v1

4.31k images

lamp laptop monitor oven plant printer 15 62 Accordion Animal Auto part Baked goods Ball Balloon Banjo Barrel Bathroom accessory Bathroom cabinet Bed Bench

Eco-Vision-V1 project thumbnail

Object Detection

Eco-Vision-V1

9.75k images

can food glass Fruit Glass_Bottle Plastic_Bottle_LID_OFF Plastic_Bottle_LID_ON Wrapper aluminum cap or lid cardboard boxes and cartons cup-disposable glass-mug glass-normal glass-wine

Orange Defect Detection project thumbnail

Object Detection

Orange Defect Detection

by EmmanuelTigo's Workspace

90 images

fruit healthy Rotten

FYP v1 project thumbnail

Object Detection

FYP v1

by APU

1

750 images12

whole mango defect detection project thumbnail

Object Detection

whole mango defect detection

101 images

defect mango 0 full fruit mango fruit - good quality mango fruit - with defect mango fruit with defect

Mango defect project thumbnail

Object Detection

Mango defect

by AkshathaPrabhu

305 images1 model11

defect full fruit

plant and pest detection v1 project thumbnail

Object Detection

plant and pest detection v1

by Skin diseases

1.32k images6 models

Anthracnose Aphids Blossom End Rot Blossom blight Cutworm Fruit Fly Healthy Bitter Gourd Healthy Chili pepper Healthy Okra Healthy Tomato Healthy eggplant Hippodamia Variegata Melon Thrips Phytophthora Fruit Rot

food-nutrition-v1 project thumbnail

Instance Segmentation

food-nutrition-v1

613 images

Bean Bread Cheese Egg-Boiled Egg-Fried Fruit Meat-Boiled Meat-Fried Noodle Rice Snack-Fried Veg

OttoBrain A v1 project thumbnail

Object Detection

OttoBrain A v1

by Archived OttoBrainA

635 images3 models2

CARDBOARD-IRREGULAR CARDBOARD-REGULAR CARTON-BOX CARTON-DRINK FRUIT-FRESH FRUIT-ROTTEN METAL-DRINK PAPER-BAG PAPER-CUP PLASTIC-BAG-WHITE PLASTIC-DRINK PLASTIC-WATER

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

Apple Internal Defect project thumbnail

Object Detection

Apple Internal Defect

259 images

Defect Pedicel of fruit Seed portionof fruit crossectionally cut area

Food-5-Train-v1 project thumbnail

Instance Segmentation

Food-5-Train-v1

1.52k images2 models

Bean Bread Cheese Egg-Boiled Egg-Fried Fruit Meat-Boiled Meat-Fried Noodle Rice Snack-Fried Veg

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

fruit-detection project thumbnail

Object Detection

fruit-detection

by New Workspace

51 images

fresh fruit bad apple bad banana bad orange good apple good banana good orange rotten

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

fruit detection project thumbnail

Object Detection

fruit detection

by EleswariReddy

40 images1 model

apple banana fruit '

Fruit_Vege Detection project thumbnail

Object Detection

Fruit_Vege Detection

16.4k images

fruit vegetable

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

Fruit Detection project thumbnail

Object Detection

Fruit Detection

598 images1 model

Fruit Garlic Lemon Lime Pear Potato Pumpkin Tomato Yellow Capsicum

Grasp Detection project thumbnail

Object Detection

Grasp Detection

1

5.78k images13

apple bottle cup glass mouse orange wallet grape fruit jar keys shaker small item

Object Detection project thumbnail

Object Detection

Object Detection

by Nguyns Workspace

299 images

fruit vegetable

Fruit Detection project thumbnail

Object Detection

Fruit Detection

141 images1 model1

fruit Apple Banana Orange

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

food detection test2 project thumbnail

Object Detection

food detection test2

280 images

Apple Artichoke Bagel Baked-goods Burrito Cheese Common-fig Crab Croissant Cucumber Egg Fast-food French-fries Fruit Grape Hot-dog Milk Mushroom Pancake Pasta

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

Healthy and defect v2 project thumbnail

Instance Segmentation

Healthy and defect v2

1.21k images1 model

Anthracnose Fruit Rot Gray Mold Healthy Powdery Mildew Fruit

Detection project thumbnail

Object Detection

Detection

by Ai

40 images1 model

carrot fruit potato

Detection project thumbnail

Object Detection

Detection

42 images1 model

detection project thumbnail

Object Detection

detection

by Umm AlQura University

30 images1

fruit افوكادو اناناس برتقال بطيخ توت ازرق توت اسود خوخ رمان عنب فراولة كرز كيوي مانقو موز

Apple Detection project thumbnail

Object Detection

Apple Detection

200 images1 model

==============================Healty Apple Rotten Apple This dataset was exported via roboflow This dataset was exported via roboflow.com on January 14, 2024 at 8:21 PM GMT fruit detecting - v1 2024-01-15 12:46am

grape detection project thumbnail

Object Detection

grape detection

94 images1 model

fruit grape a leve

fruit detection project thumbnail

Object Detection

fruit detection

by DhanalakshmiGuntupalli

39 images1 model

apple banana fruit banaba

fruits detection project thumbnail

Object Detection

fruits detection

by Solution squard

35 images2 models

fruit detection

strawberry detection project thumbnail

Object Detection

strawberry detection

by TomatoFusion

398 images

fruit ==============================Erdbeeren 100pC 4k - v3 2025-09-23 2:58pm My First Project - v1 2025-05-05 5:03pm Roboflow is an end-to-end computer vision platform that helps you blossom bud pre fruit

pest detection project thumbnail

Object Detection

pest detection

58 images

3 Aphid Beetles Fruit Borer Grasshopper Stem Borer fruit flys objects

Disease detection project thumbnail

Disease detection

by Disease detection

572 images3 models5

Phytopthora blight angular leaf spot anthracnose bacterial fruit blotch bacterial wilt cucumber mosaic virus cucurbit yellow stunting disorder virus downey mildew fusarium fruit rot gummy stem blight powdery mildew pythium genus white speck zucchini yellow mosaic virus

fruit detection project thumbnail

Object Detection

fruit detection

by Hard Hat Sample

277 images

apple banana fruit grape kiwi mango orange pineapple watermelon srikaya

Fruit Detection project thumbnail

Object Detection

Fruit Detection

39 images3 models

Apple Orange Orange-Mandarin-Apple-Tomato Tangerine Tomato orange fruit

blueberries-detection project thumbnail

Object Detection

blueberries-detection

by InkaStats SAC

156 images2 models19

Apical bud Blue Blushing Burst bud Cherry Closed flower Creamy Dormant bud Floral bud Green Open flower Partially green Pink Pink cluster Set fruit Swollen bud

food detection project thumbnail

Object Detection

food detection

by food detection

1k images1

apple avocado banana beef beer bread broccoli butter cauliflower cheese chicken chocolate coconut corn croissant cucumber egg eggplant fish garlic

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