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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 cheese cucumber orange banana

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Try Fresh 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": "fresh"
  },
  use_cache=True  # cache workflow definition for 15 minutes
)

# 4. Get your results
print(result)

Top Fresh Datasets and Models

The datasets below can be used to train fine-tuned models for fresh 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 cheese cucumber orange banana

project4 project thumbnail

Object Detection

project4

9.84k images16

apple avocado backpack banana basket bed bell pepper bottle bowl bread broccoli butter cabbage carrot cell phone chair cheese coke computer corn

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

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

Tomatoes project thumbnail

Object Detection

Tomatoes

433 images

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

food project thumbnail

Object Detection

food

by Cornelius Ottoleonard

1

2.87k images1 model13

apple banana cucumber egg mushroom Carrot Fresh Oranges Onion Potato Rice bawang bellpepper damaged_apple

Banana Leaf Disease Detection project thumbnail

Object Detection

Banana Leaf Disease Detection

6.11k images

Black Sigatoka Fresh Yellow Sigatoka

Kesegaran Buah & Sayuran project thumbnail

Object Detection

Kesegaran Buah & Sayuran

3.92k images1 model3

Fresh Apple Fresh Banana Fresh Bitter Gourd Fresh Capsicum Fresh Orange Fresh Tomato Stale Apple Stale Banana Stale Bitter Gourd Stale Capsicum Stale Orange Stale Tomato

fruits freshness project thumbnail

Object Detection

fruits freshness

108 images1

fresh apple fresh banana fresh tomato rotten tomato

kannan project thumbnail

Object Detection

kannan

by electro nexus

1.32k images1 model

apple banana orange strawberry 0 fresh-fruits-rotten-fruits rotten apple rotten banana rotten orange rotten strawberry

afasf project thumbnail

Object Detection

afasf

646 images2

button cheese door gold mobile $2.00 %&& Tea &LIQUOR '''((05/9/2018)<phay>(11.2016)(1758 (THỜ (VIJACO)(dâu<phay>)+84

Sign Language project thumbnail

Object Detection

Sign Language

3

9.99k images15

bag bread burger cake cheese chicken coke cup drink fork fresh lettuce milk pepper pizza sandwich spoon sugar tomato water

fresh apple project thumbnail

Object Detection

fresh apple

by benebens Workspace

3k images

fresh apple fresh banana fresh orange

clg project project thumbnail

Object Detection

clg project

by clg

1.25k images1 model

fresh apple fresh banana fresh orange rotten apple rotten banana rotten orange

order project thumbnail

Object Detection

order

by OrderMate AI

1.97k images

fresh apple fresh banana fresh orange fresh tomato rotten apple rotten banana rotten orange rotten tomato

Fruits Final project thumbnail

Object Detection

Fruits Final

8k images1 model5

Fresh Apple Fresh Tomato Rotten Apple Rotten Tomato

Apples project thumbnail

Object Detection

Apples

by AppleDataset

349 images4 models

Deteksi Kematangan Pisang + Mentah project thumbnail

Object Detection

Deteksi Kematangan Pisang + Mentah

1.31k images

Banana G1 Banana G2 Banana rotten Busuk Fresh Bananas Matang Mentah Overripe-Banana Ripe banana Ripe-Banana Rotten banana RottenBananas Terlalu matang Underripe banana Underripe-Banana

FYDP Fruit detection project thumbnail

Object Detection

FYDP Fruit detection

2.76k images1 model34

fresh-apple fresh-banana fresh-grape fresh-guava fresh-mango fresh-orange fresh-pomegranate rotten-apple rotten-banana rotten-grape rotten-guava rotten-mango rotten-orange rotten-pomegranate

Dragon Fruit project thumbnail

Dragon Fruit

by dragon fuit leaf

4.99k images2 models

fruit_egg_detection project thumbnail

Object Detection

fruit_egg_detection

89 images

egg orange Apple Egg Fresh Mango arab kampung negri

Banana Status project thumbnail

Object Detection

Banana Status

194 images

Fresh Banana Rotten Banana

cctv project thumbnail

Instance Segmentation

cctv

294 images1 model

0 Decay Apple Disease Apple Fire Fresh Apple Gun Knife Security Unripped Apple objects

Fruit ripeness project thumbnail

Fruit ripeness

3.48k images

Fresh Apple Unlabeled unripe apple unripe banana unripe orange

fruit project thumbnail

fruit

502 images

Food Recognition Challenge project thumbnail

Object Detection

Food Recognition Challenge

1.27k images104

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

tomato_defects_old project thumbnail

Object Detection

tomato_defects_old

by OBS

2

1.22k images1 model

fresh at risk rotten

yolo project thumbnail

yolo

3.32k images

AD_ga AD_ga Coca_cola_500 Coca_cola_zero_degree NongFu spring_Drink water_550ml AD_ga Coca_cola_500 Coca_cola_zero_degree Tea_PI_ross AD_ga Coca_cola_500 NongFu spring_Drink water_550ml AD_ga Coca_cola_zero_degree AD_ga Coca_cola_zero_degree NongFu spring_Drink water_550ml AD_ga Coca_cola_zero_degree RIO_blue AD_ga Fanta_500 AD_ga Fanta_500 Pepsi_600 AD_ga RIO_blue AD_ga RIO_pink_275 AD_ga Tea_PI_ross Alkaqua_mineral water_570ml Alkaqua_mineral water_570ml Assam milk tea_Fried tea milky green_450ml C100_Calamansi_445ml Evergrande spring_Low sodium mineral water_500ml Ganter_Drink water_560ml Ganter_Natural mineral water_348ml Alkaqua_mineral water_570ml Assam milk tea_Fried tea milky green_450ml Cestbon_Drink water_555ml En snow_White peach soda_480ml Evergrande spring_Low sodium mineral water_500ml Ganter_Natural mineral water_348ml NongFu spring_Drink water_550ml Oriental leaf_oolong_500ml Alkaqua_mineral water_570ml Assam milk tea_Original flavor_500ml C100_Calamansi_445ml Evergrande spring_Low sodium mineral water_500ml Ganter_Drink water_560ml Master kong_Mist green tea_500ml Pepsi cola_White peach oolong flavor_330ml Pepsi_Aquafina_550ml Silver heron_Peanut milk_450ml Wahaha_Pure water_596ml Alkaqua_mineral water_570ml Assam milk tea_Original flavor_500ml C100_Calamansi_445ml Ganter_Drink water_560ml Ganter_Natural mineral water_348ml Genki forest_Pomegrante red raspberry flavor_480ml NongFu Spring_Long white snow_535ml Alkaqua_mineral water_570ml Assam milk tea_Original flavor_500ml En snow_White peach soda_480ml Evergrande spring_Low sodium mineral water_500ml Mirinda juice bubble drink_Apple flavor_450ml Mizone_Blood grapefruit orange flavor_600ml Alkaqua_mineral water_570ml C100_Calamansi_445ml Chunyue_Drink water_550ml Classmate xiaoming_Lime black tea_480ml Genki forest_Pomegrante red raspberry flavor_480ml Mizone_Blood grapefruit orange flavor_600ml Soda_Peach flavor_410ml Alkaqua_mineral water_570ml C100_Calamansi_445ml Classmate xiaoming_Lime black tea_480ml Ganter_Drink water_560ml NongFu Spring_Long white snow_535ml Pepsi_Aquafina_550ml

Classify Banana project thumbnail

Classify Banana

by TA

881 images

Airones project thumbnail

Object Detection

Airones

381 images2

botol daun-fresh daun-kering ferro kertas-bungkus korn non-ferro plastik-hijau plastik-putih

TT_FCA project thumbnail

TT_FCA

400 images

APPLE FRESH Fresh green apple Fresh red apple Fresh royal apple

FoodRecognition project thumbnail

Object Detection

FoodRecognition

1k images

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

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

FreshAI project thumbnail

Object Detection

FreshAI

1.13k images1 model

banana fresh lemon lime 0 rotten s

Fruits Detection project thumbnail

Object Detection

Fruits Detection

126 images1 model9

fresh apple fresh banana fresh orange rotten apple rotten banana rotten orange

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

Fresh-Dried-Ped project thumbnail

Object Detection

Fresh-Dried-Ped

172 images

food project thumbnail

Object Detection

food

9.12k images

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

food_recognition project thumbnail

Object Detection

food_recognition

by New Workspace

6.81k images13

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

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