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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:

cocoa-pod-immature cocoa-pod-mature-unripe cocoa-pod-riped cocoa-pod-spoilt cocoa-tree

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

# 4. Get your results
print(result)

Top Spoilt Datasets and Models

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

Related Objects of Interest:

cocoa-pod-immature cocoa-pod-mature-unripe cocoa-pod-riped cocoa-pod-spoilt cocoa-tree

cocoa detection project thumbnail

Object Detection

cocoa detection

2.9k images1

Immature Mature_Unripe Ripped Spoilt

Cocoa val project thumbnail

Object Detection

Cocoa val

by Cocoa Project

814 images

cocoa-pod-immature cocoa-pod-mature-unripe cocoa-pod-riped cocoa-pod-spoilt cocoa-tree

Food Checker project thumbnail

Object Detection

Food Checker

by litter detection infocomm project

269 images1 model

Edible Food Spoilt Food a

CTF project thumbnail

Object Detection

CTF

1.4k images

Lemon (Ripe)Lemon (Spoilt)Lemon (Unripe)Orange (Ripe)Orange (Spoilt)Orange (Unripe)a

Cocoa Project project thumbnail

Object Detection

Cocoa Project

by Cocoa Project

3.26k images

cocoa-pod-immature cocoa-pod-mature-unripe cocoa-pod-riped cocoa-pod-spoilt cocoa-tree

agriculture project thumbnail

Object Detection

agriculture

4.72k images2 models5

flower ripe cashew_tree immature mature spoilt

BankNote spoilt detetcion project thumbnail

BankNote spoilt detetcion

by BankNoteDetection

473 images

Dl Food Freshness project thumbnail

Object Detection

Dl Food Freshness

by dlfoodfreshness

318 images

Cocoa 2 project thumbnail

Object Detection

Cocoa 2

by Cocoa Project

3.25k images

cocoa-pod-immature cocoa-pod-mature-unripe cocoa-pod-riped cocoa-pod-spoilt cocoa-tree

Cocoa ALL project thumbnail

Object Detection

Cocoa ALL

by Cocoa Project

4.06k images

cocoa-pod-immature cocoa-pod-mature-unripe cocoa-pod-riped cocoa-pod-spoilt cocoa-tree

Onion_detection project thumbnail

Instance Segmentation

Onion_detection

by underwater fish detection

77 images

FreshOnion Onion Spoilt Onion

mint project thumbnail

Object Detection

mint

635 images

fresh dried spoilt

Project Fresh project thumbnail

Object Detection

Project Fresh

by PHILIPs Workspace

362 images

Not Spoilt Spoilt

Waste projects project thumbnail

Instance Segmentation

Waste projects

by A

27 images1 model1

bread kiwi Apple Apple spoiled Black Grapes Capsicum Potato SPotato bread spoiled images mango spoilt orange spoil strawberries strawberries spoil

Cocoa project thumbnail

Object Detection

Cocoa

4.18k images1

Banana-Black Sigatoka cocoa-pod-immature cocoa-pod-mature-unripe cocoa-pod-riped cocoa-pod-spoilt cocoa-tree

Fruit Insight project thumbnail

Object Detection

Fruit Insight

by Fruit Insight

426 images

Overripe Ripe Spoilt Unripe

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