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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:

dead small yellow unhealthy grass

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Try Healthy Detection API

Run on custom image

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# 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": "healthy"
  },
  use_cache=True  # cache workflow definition for 15 minutes
)

# 4. Get your results
print(result)

Top Healthy Datasets and Models

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

Related Objects of Interest:

dead small yellow unhealthy grass

PALM project thumbnail

PALM

2.24k images

Bug Dubas Healthy Honey Malvaviscus Unlabeled hortensia hortensia malvavicus hortensia malvavicus_multiple hortensia_multiple hortensia_multiple malvavicus hortensia_multiple malvavicus_multiple malvavicus malvavicus_multiple sago detection - v3 2022-11-03 4:23pm

Palm project thumbnail

Object Detection

Palm

2.51k images3 models

healthy acarien cocheniel pyralide

Palm project thumbnail

Object Detection

Palm

by 18I0416 Abdullah

2.4k images1 model2

Dead Grass Healthy Small Yellow

palm project thumbnail

palm

by New Workspace

5.97k images

Healthy boron kalium mg nitrogen

Dates Palm Diseases project thumbnail

Object Detection

Dates Palm Diseases

by Imagining Modalities

1

1k images3 models14

Black Scorch Fusarium Wilt Healthy Leaf Spots Magnesium Deficiency Manganese Deficiency Parlatoria Blanchardi Potassium Deficiency Rachis Blight

healthy Palm tree project thumbnail

Object Detection

healthy Palm tree

888 images1 model

Palm Health 3 project thumbnail

Palm Health 3

by Uni

158 images1 model2

Apical Dying of Leaves Bayoud Disease Black Scorch Diplodia Disease Graphiola Leaf Spots Leaf Spots healthy palm trees

Palm Diseases 2 project thumbnail

Object Detection

Palm Diseases 2

by Toutous Workspace

2.9k images

Black Scorch Fusarium Wilt Healthy Sample Leaf Spots Magnesium Deficiency Manganese Deficiency Parlatoria Blanchardi Potassium Deficiency Rachis Blight

Palm trees disease project thumbnail

Object Detection

Palm trees disease

by Fujairah Research Centre

1.05k images

healthy fusarium white-scale

oil palm fruit project thumbnail

Instance Segmentation

oil palm fruit

324 images4 models

healthy unhealthy

Palm Health 2 project thumbnail

Palm Health 2

by Uni

159 images2 models9

Apical Dying of Leaves Bayoud Disease Black Scorch Diplodia Disease Graphiola Leaf Spots Leaf Spots Not palms healthy palm trees

New Oil Palm Yolov5 project thumbnail

Object Detection

New Oil Palm Yolov5

by Health Detection

202 images

Healthy Unhealthy

Palm Health project thumbnail

Palm Health

by Uni

628 images1 model

Apical Dying of Leaves Bayoud Disease Black Scorch Diplodia Disease Graphiola Leaf Spots Leaf Spots Not palms healthy palm trees

Palm Oil project thumbnail

Object Detection

Palm Oil

82 images

banana cattle healthy ganoderma nitrogen young

palm detection project thumbnail

palm detection

by ucp

2.63k images1 model

healthy brown spots white scale

Palm Diseases project thumbnail

Object Detection

Palm Diseases

by Toutous Workspace

2.9k images

Black Scorch Fusarium Wilt Healthy Sample Leaf Spots Magnesium Deficiency Manganese Deficiency Palm Parlatoria Blanchardi Potassium Deficiency Rachis Blight

palm oil project thumbnail

Object Detection

palm oil

by JASONs Workspace

224 images

healthy ais-1 health nohealth unhealthy

Palm Oil project thumbnail

Object Detection

Palm Oil

by Palm Oil Leaves Ganoderma Disease Detection

82 images1 model6

healthy Disease-Spot Initial

palm tree project thumbnail

Object Detection

palm tree

by Aakash Thapa

2.32k images5

Dead Healthy Small Yellow

Palm Oil Point Classification 3 project thumbnail

Object Detection

Palm Oil Point Classification 3

by Terra agri 2 Workspace

467 images

Dead Healthy Yellowish

Palm Oil Point Classification 2 project thumbnail

Object Detection

Palm Oil Point Classification 2

by Terra agri 2 Workspace

467 images1 model

Dead Healthy Yellowish

Palm Oil Point Classification TDID project thumbnail

Object Detection

Palm Oil Point Classification TDID

by Terra Agri Workspace

2.41k images1 model

Dead Healthy Yellowish

Oil Palm BSR Disease Detection project thumbnail

Object Detection

Oil Palm BSR Disease Detection

by Adnans Object Detection

2.54k images

BSR Healthy Non-BSR

uav oil palm project thumbnail

Object Detection

uav oil palm

1

3.13k images6 models

Dead Grass Healthy Small Yellow

palm health detection project thumbnail

Object Detection

palm health detection

92 images

Healthy_palm Unhealthy palm healthy palm oilpalm_health_detection yellow palm

Palm Trees Project project thumbnail

Object Detection

Palm Trees Project

by Palm Trees Model

567 images

Bug Fusarium Wilt Healthy Honey Manganese Deficiency Nutritional Deficiency Parlatoria Blanchardi Rachis Blight

Palm Diseases segmentation project thumbnail

Instance Segmentation

Palm Diseases segmentation

by soukaina zerrouk

65 images1 model

0 Palm-tree Palm-tree-healthy Palm-tree-unhealthy

palm-healthy-4classes project thumbnail

Object Detection

palm-healthy-4classes

by JIHANs Workspace

82 images

banana cattle healthy ganoderma nitrogen young

oil palm annotation project thumbnail

Object Detection

oil palm annotation

by New Workspace

30 images

Healthy Unhealthy

Palm Tree Health project thumbnail

Object Detection

Palm Tree Health

1

137 images1 model18

healthy 0 Unhealthy

Oil-Palm-Health project thumbnail

Object Detection

Oil-Palm-Health

1

2.3k images1 model8

Dead Grass Healthy Small Yellow

OIL-PALM-ROBOFLOW project thumbnail

Object Detection

OIL-PALM-ROBOFLOW

by Research Track SOCS 24

1

1.9k images

Healthy Unhealthy

extra palm trees project thumbnail

Object Detection

extra palm trees

by Health Detection

194 images2

Healthy Unhealthy

palm-age-classification project thumbnail

Object Detection

palm-age-classification

by JIHANs Workspace

2.3k images

Dead Healthy Small Yellow

Palm Leaf Detection project thumbnail

Object Detection

Palm Leaf Detection

4.05k images

Boron Healthy Kalium Megnesium nitrogen

Palm Diseases Detection project thumbnail

Semantic Segmentation

Palm Diseases Detection

by soukaina zerrouk

45 images1

healthy diseased

uav palm data project thumbnail

Object Detection

uav palm data

1

1.8k images33

Dead Grass Healthy Small Yellow

palm-tree-detection project thumbnail

Object Detection

palm-tree-detection

34 images6 models18

banana cattle healthy ganoderma nitrogen young

Palm Health complete project thumbnail

Palm Health complete

by Uni

628 images1 model

Apical Dying of Leaves Bayoud Disease Black Scorch Diplodia Disease Graphiola Leaf Spots Leaf Spots Not palms healthy palm trees

Oil Palm Tree project thumbnail

Object Detection

Oil Palm Tree

709 images2 models

healthy unhealthy

Palm Oil Tree project thumbnail

Instance Segmentation

Palm Oil Tree

432 images1 model

Healthy Yellowing

OIL PALM USING UAV project thumbnail

Object Detection

OIL PALM USING UAV

2.3k images1 model3

Dead Grass Healthy Small Yellow

Palm Leaf Defect Classification project thumbnail

Palm Leaf Defect Classification

by MDP

137 images

healthy infected initial

NEW OIL PALM DETECTION project thumbnail

Object Detection

NEW OIL PALM DETECTION

1.94k images

palm tree Grass Healthy Oil Palm Tree Oil-palm-tree Palm Oil Tree Small Yellow

uav palm data test project thumbnail

Object Detection

uav palm data test

500 images6

Dead Grass Healthy Small Yellow

palm-leaves-disease-detection project thumbnail

palm-leaves-disease-detection

300 images1 model

healthy brown-spots white-scale

Palm Oil Leaf Ganoderma project thumbnail

Object Detection

Palm Oil Leaf Ganoderma

by Palm Oil Leaves Ganoderma Disease Detection

82 images2 models30

Healthy Infected Initial Infection

palm-leaves-disease-detection project thumbnail

palm-leaves-disease-detection

by firstproject

2.63k images

healthy brown-spots white-scale

oil palm tree small project thumbnail

Object Detection

oil palm tree small

by GIS

197 images

Grass Healthy Small Yellow oil-palm-tree-small

Oil Palm Health Detection project thumbnail

Object Detection

Oil Palm Health Detection

by Health Detection

2.3k images1 model35

Healthy Unhealthy

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