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Object Detection

Classification

Instance Segmentation

+3

Model Type

RF-DETR

YOLO26

YOLOv11

YOLOv8

YOLO-NAS

+4

Classes

Related Objects of Interest:

unripe underripe overripe flower empty bunches

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Try Ripe-abnormal 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": "ripe-abnormal"
  },
  use_cache=True  # cache workflow definition for 15 minutes
)

# 4. Get your results
print(result)

Search Results for class:ripe-abnormal

Related Objects of Interest:

unripe underripe overripe flower empty bunches

Dataset FFB Sawit Sumber Lain project thumbnail

Object Detection

Dataset FFB Sawit Sumber Lain

by Data Sains Sawit

12.2k images1 model5

Abnormal Ripe Underripe Unripe

finetuning project thumbnail

Object Detection

finetuning

475 images2

Abnormal Empty Bunch Overripe Ripe Underripe Unripe

[s;, project thumbnail

Object Detection

[s;,

10k images1

Abnormal Flower Ripe Underripe Unripe

palm_oil_fruitv4 project thumbnail

Object Detection

palm_oil_fruitv4

1.21k images

Abnormal Jangkos Overripe Ripe Unripe

FBB project thumbnail

Instance Segmentation

FBB

by FFB conveyor

254 images

Abnormal Bunches Empty Bunches Hard Branch Over Ripe Partial Ripe Ripe Under Ripe

converyerinstance project thumbnail

Instance Segmentation

converyerinstance

by FFB conveyor

218 images1 model

Abnormal Bunches Empty Bunches Hard Branch Over Ripe Partial Ripe Ripe Under Ripe

project project thumbnail

Object Detection

project

5.14k images1

Abnormal Flower Ripe Underripe Unripe

palm_oil_fruit project thumbnail

Object Detection

palm_oil_fruit

513 images1

Abnormal Jangkos Overripe Ripe Unripe

palm project thumbnail

Object Detection

palm

5.7k images

overripe ripe abnormal underripe

Palm project thumbnail

Object Detection

Palm

5.74k images2 models1

Empty- Abnormal Overripe Ripe Unripe- Underripe

Palm ripeness detection project thumbnail

Object Detection

Palm ripeness detection

by ji

539 images4 models

ripe 1 2 31 Bounding-Box Kurang masak TBS abnormal TBS masak TBS mentah Terlalu masak Unripe kurang masak masak mentah unripe

Palm Oil Fruit Detection v2 project thumbnail

Object Detection

Palm Oil Fruit Detection v2

4.64k images11

Abnormal Empty Bunch Overripe Ripe Underripe Unripe

conveyor project thumbnail

conveyor

by conveyor class

589 images1 model

Abnormal Bunches Empty Bunches Hard Branch Over Ripe Partial Ripe Ripe Under Ripe

bunga-putik project thumbnail

Object Detection

bunga-putik

by Ardiars Workspace

334 images

Abnormal Ripe Underripe Unripe bunga

palmer project thumbnail

Object Detection

palmer

4.17k images

Abnormal Fruit Empty Bunches Overripe Ripe Under-ripe Unripe

Palm Fruit Ripeness project thumbnail

Object Detection

Palm Fruit Ripeness

by Queenta Paradissa

4.89k images

Abnormal Empty Bunch Overripe Ripe Underripe Unripe

oil-palm-ripeness-rev2 project thumbnail

Object Detection

oil-palm-ripeness-rev2

by Parths Workspace

4.15k images

Abnormal Janjang kosong Overripe Ripe Underripe Unripe

ssaw project thumbnail

Object Detection

ssaw

3.94k images2 models1

Abnormal Janjang Kosong Overripe Ripe Underripe Unripe

Sengmentation project thumbnail

Instance Segmentation

Sengmentation

by conveyor class

456 images

Abnormal Bunches Empty Bunches Hard Branch Over Ripe Partial Ripe Ripe Under Ripe

poop project thumbnail

Object Detection

poop

by bi

1.58k images1

Abnormal Flower Ripe Underripe Unripe

FFB segmentation project thumbnail

Instance Segmentation

FFB segmentation

by FFB conveyor

214 images2 models3

Abnormal Bunches Empty Bunches Hard Branch Over Ripe Partial Ripe Ripe Under Ripe

p-test project thumbnail

Object Detection

p-test

by sed

902 images1

Abnormal Flower Ripe Underripe Unripe

g project thumbnail

Object Detection

g

by f

9.81k images1

dirt overripe ripe abnormal empty_bunch long_stalk unripe

palm project thumbnail

Object Detection

palm

4.16k images1 model

Abnormal fresh fruit bunch Empty bunch Overripe fresh fruit bunch Ripe fresh fruit bunch Underripe bunch Unripe fresh fruit bunch

Palm Oil Ripeness project thumbnail

Object Detection

Palm Oil Ripeness

3.94k images3 models8

overripe ripe 0 1 2 3 4 5 abnormal empty_bunch underripe unripe

p-valid project thumbnail

Object Detection

p-valid

by sed

1.81k images2

Abnormal Flower Ripe Underripe Unripe

Detect ripe ffb project thumbnail

Object Detection

Detect ripe ffb

768 images2 models

abnormal overripe-FFB ripe-FFB underripe-FFB unripe-FFB

Sawit Project project thumbnail

Object Detection

Sawit Project

by Data Sains Sawit

287 images5 models

Abnormal Ripe Underripe Unripe

new class project thumbnail

Object Detection

new class

2.76k images

empty overripe ripe empty-abnormal empty-longstalks overripe-abnormal overripe-abnormal-ls overripe-longstalks ripe-abnormal ripe-abnormal-ls ripe-longstalks unripe unripe-abnormal unripe-abnormal-ls unripe-longstalks

jabbass project thumbnail

Object Detection

jabbass

221 images

Abnormal Flower Ripe Underripe Unripe

PP IS project thumbnail

Object Detection

PP IS

by PP

4.16k images3

Abnormal Empty buches Over-ripe Ripe Under-ripe Unripe

obj palm project thumbnail

Object Detection

obj palm

636 images

Abnormal Flower Ripe Underripe Unripe

Palmer2 project thumbnail

Instance Segmentation

Palmer2

4.16k images

Abnormal Fruit Empty Bunches Overripe Ripe Under-ripe Unripe

sawidd project thumbnail

Object Detection

sawidd

1.1k images

overripe ripe abnormal empty_bunch unripe

train-valid-test_tomato-4qua-seg-pro project thumbnail

Semantic Segmentation

train-valid-test_tomato-4qua-seg-pro

1.59k images1 model

ripe abnormal damaged_ripe damaged_unripe unripe

Tandan Sawit Detection project thumbnail

Object Detection

Tandan Sawit Detection

by Tandan Sawit

6.24k images2 models1

0 1 2 3 4 5 Abnormal Empty Over Ripe Ripe Under Ripe Unripe

mango classification project thumbnail

Object Detection

mango classification

by mango classification

130 images

mango normal ripe abnormal major defects minor defects monor defects no defects partially ripe unripe

peoep project thumbnail

Object Detection

peoep

by bi

765 images2

Abnormal Flower Ripe Underripe Unripe

palm oil project thumbnail

Object Detection

palm oil

26 images1

12 Abnormal Flower Ripe Underripe Unripe

conveyor2 project thumbnail

conveyor2

by conveyor class

722 images1 model

Abnormal Bunches Empty Bunches Hard Branch Over Ripe Partial Ripe Ripe Under Ripe

Palm Fruit Ripeness Detection project thumbnail

Object Detection

Palm Fruit Ripeness Detection

4.16k images1

Abnormal Empty Bunch Overripe Ripe Underripe Unripe

palm-oil project thumbnail

Object Detection

palm-oil

4.16k images

Empty- Abnormal Overripe Ripe Unripe- Underripe

Palms project thumbnail

Object Detection

Palms

9.9k images1

Abnormal Flower Ripe Underripe Unripe

sawit-databaru project thumbnail

Object Detection

sawit-databaru

6.38k images1 model

empty overripe ripe empty-ls hb hb-abnormal hb-ls overripe-abnormal overripe-ls ripe-abnormal ripe-ls

palm project thumbnail

Object Detection

palm

by o

5.25k images3

Abnormal Flower Ripe Underripe Unripe

test1 project thumbnail

Object Detection

test1

by Fish Detection

126 images2

empty overripe ripe abnormal unripe

palm_oil project thumbnail

Object Detection

palm_oil

12.3k images

Abnormal Flower Ripe Underripe Unripe

FBB project thumbnail

Object Detection

FBB

by FFB conveyor

254 images1 model1

Abnormal Bunches Empty Bunches Hard Branch Over Ripe Partial Ripe Ripe Under Ripe

sawiddV2 project thumbnail

Object Detection

sawiddV2

1.1k images

overripe ripe abnormal empty_bunch unripe

Palm oil empty stalk detection project thumbnail

Object Detection

Palm oil empty stalk detection

414 images

0 1 2 3 4 5 Empty- Abnormal Overripe Palm-Fruit Ripe Unripe- Underripe empty-ripe over-ripe under-ripe

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