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Object Detection

Classification

Instance Segmentation

+3

Model Type

RF-DETR

YOLO26

YOLOv11

YOLOv8

YOLO-NAS

+4

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moderate advanced [0]-healthy [1]-initial-caries [2]-moderate-caries

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

# 4. Get your results
print(result)

Top Initial Datasets and Models

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

Related Objects of Interest:

moderate advanced [0]-healthy [1]-initial-caries [2]-moderate-caries

Cavity detection project thumbnail

Object Detection

Cavity detection

by detection of objects on the basis of shape

733 images1 model

Acctinomyces spp.Advanced Initial Interproximal cavity Moderate S.mutans-Lactobacilli spp.Sound Tooth decay root cavity

garlic pest and diseases project thumbnail

Object Detection

garlic pest and diseases

133 images1 model40

advance purple blotch advance stemphylium initial stage mid stage

Advanced project thumbnail

Object Detection

Advanced

149 images

==============================Olive Trees Sickness - v16 2022-08-04 12:48pm This dataset was exported via roboflow.com on August 4, 2022 at 9:50 AM GMT advance stemphylium initial stage mid stage

onion_disease_detection project thumbnail

Object Detection

onion_disease_detection

1

238 images1 model15

advance stage purple blotch advance stage stemphylium initial stage purple blotch initial stage stemphylium

Fungus project thumbnail

Object Detection

Fungus

by Fungal Analysis

168 images3 models1

Fungi-(Aged-Stage)Fungi-(Initial-Stage)Fungi-(Middle-Stage)

caries detection project thumbnail

Object Detection

caries detection

864 images1

[0]-Healthy [1]-Initial-Caries [2]-Moderate-Caries [3]-Extensive-Caries

ProjectFF project thumbnail

Object Detection

ProjectFF

552 images1 model

Healthy Infected Initial Infection

Final Fronts + Crowns project thumbnail

Object Detection

Final Fronts + Crowns

1

1.24k images

[0]-Healthy [1]-Initial-Caries [2]-Moderate-Caries [3]-Extensive-Caries

Tes project thumbnail

Tes

by xs

1

694 images1 model5

advance stage purple blotch advance stage purple blotch advance stage stemphylium advance stage purple blotch advance stage stemphylium initial stage purple blotch advance stage purple blotch initial stage purple blotch advance stage stemphylium advance stage stemphylium initial stage purple blotch initial stage stemphylium advance stage stemphylium initial stage stemphylium initial stage purple blotch initial stage stemphylium

Detection of melasma project thumbnail

Object Detection

Detection of melasma

163 images

Initial-Melasma

CaviTech_INITIAL_Final project thumbnail

Object Detection

CaviTech_INITIAL_Final

886 images

Initial Melasma project thumbnail

Object Detection

Initial Melasma

by Researchwork

68 images

cavitech_FINAL_VERSION project thumbnail

Object Detection

cavitech_FINAL_VERSION

4.99k images

Extensive Initial Moderate

DetectmaiMayMyndBen project thumbnail

Object Detection

DetectmaiMayMyndBen

by Dental Caries

1.17k images1 model

Advanced Initial Moderate Normal

malek project thumbnail

Object Detection

malek

by pfe

550 images1 model

Healthy Infected Initial Infection

New Kew testByBen project thumbnail

Object Detection

New Kew testByBen

by Dental Caries

1.18k images2 models12

Advanced Initial Moderate

Caries Classification ICDAS II project thumbnail

Object Detection

Caries Classification ICDAS II

1.89k images18

[0] Healthy [1] Initial [2] Moderate [3] Extensive

MayMyndBen project thumbnail

Object Detection

MayMyndBen

by Dental Caries

91 images

Advanced Initial Moderate

Biased Classification Model project thumbnail

Object Detection

Biased Classification Model

358 images1 model3

[0] Healthy [1] Initial [2] Moderate [3] Extensive

Ground Nut project thumbnail

Object Detection

Ground Nut

by Muhammad Nawaz

1.54k images

High Tikka Disease Initial Stage Tikka disease Moderate Tikka Disease

Keww MMB project thumbnail

Instance Segmentation

Keww MMB

by Dental Caries

1.17k images1 model

Advanced Initial Moderate Normal

New Funpu project thumbnail

Object Detection

New Funpu

by Dental Caries

1.18k images

normal Advanced Initial Moderate

Tikka Disease project thumbnail

Object Detection

Tikka Disease

by Muhammad Nawaz

101 images

Initial Stage Tikka Disease Moderat to High Tikka Disease

Pre-Final Classification Model project thumbnail

Object Detection

Pre-Final Classification Model

321 images3

[0] Healthy [1] Initial [2] Moderate [3] Extensive

melasma project thumbnail

Object Detection

melasma

68 images

Initial Melasma - v1 2024-10-04 8:53am

Crowns project thumbnail

Object Detection

Crowns

573 images

[0]-Healthy [1]-Initial-Caries [2]-Moderate-Caries [3]-Extensive-Caries

Pre-Final Fronts + Crowns project thumbnail

Object Detection

Pre-Final Fronts + Crowns

1.24k images

[0]-Healthy [1]-Initial-Caries [2]-Moderate-Caries [3]-Extensive-Caries

Activity-Diagrams project thumbnail

Object Detection

Activity-Diagrams

by Telecomdiagrams

535 images

arrow Activity Decision Node End Node Fork Initial Node Merge Notes action swimlane

Crowns ICDAS Merged project thumbnail

Object Detection

Crowns ICDAS Merged

828 images3

[0]-Healthy [1]-Initial-Caries [2]-Moderate-Caries [3]-Extensive-Caries

Thesis:CaviTech project thumbnail

Object Detection

Thesis:CaviTech

4.24k images

Extensive Initial Moderate

talong 2 project thumbnail

Object Detection

talong 2

97 images

Day 1 - Freshly Harvested (Ready to Consume)Day 2 - Initial Ripening (Ideal time to consume)Day 2-3: Acceptable Maturity (Consumable)Day 3 - Ripening Progression (Consumable)Day 4 - Advanced Ripening (Consumable)Day 4-5: Advance Ripening (Not Recommended For Consumption)Day 5 - Slight Rot (Not Recommended to Consume)

Tea Leaf project thumbnail

Object Detection

Tea Leaf

302 images1 model1

Folder: Looper caterpillar Initial Infestation Stage 1 Looper caterpillar Initial Infestation Stage 1 Red Slug Caterpillar Adult Stage 4 Red Slug Caterpillar Larva Stage 2 Red spider Deutonymph Stage 4 Red spider Protonymph stage 3 Tea leaf hopper Egg-laying and New GenerationAdult Stage 7 Tea leaf hopper Pupal Stage 5

tea leaf disease detection project thumbnail

tea leaf disease detection

by Vector Black

1.39k images1 model

leaf spider 1 2 3 4 5 6 7 Adult Caterpillar Damage Deutonymph Early Egg Egg-laying Feeding GenerationAdult Growth Honeydew

3D printing flaws project thumbnail

Object Detection

3D printing flaws

by SpaghettiDetect

2

9.48k images8 models20

Blobs Crack Spagatti Spaghetti Stringing bed adhesion failure fail i nozzle blob failure poor initial layer bed adhesion faiure spaghetti spahgetti stringing

Frontals ICDAS Merged project thumbnail

Object Detection

Frontals ICDAS Merged

1

864 images10

[0]-Healthy [1]-Initial-Caries [2]-Moderate-Caries [3]-Extensive-Caries

Palm Leaf Defect Classification project thumbnail

Palm Leaf Defect Classification

by MDP

137 images

healthy infected initial

Palm Oil project thumbnail

Object Detection

Palm Oil

by Palm Oil Leaves Ganoderma Disease Detection

82 images1 model6

healthy Disease-Spot Initial

talong 3 project thumbnail

Object Detection

talong 3

93 images2 models2

Day 1 - Freshly Harvested (Ready to Consume)Day 2 - Initial Ripening (Ideal time to consume)Day 2-3: Acceptable Maturity (Consumable)Day 3 - Ripening Progression (Consumable)Day 4 - Advanced Ripening (Consumable)Day 4-5: Advanced Ripening (Not Recommended For Consumption)Day 5 - Slight Rot (Not Recommended to Consume)

3D failure image dataset project thumbnail

Object Detection

3D failure image dataset

by Shraddhas Space

2

90 images1 model44

3D failure bed adhesion failure nozzle blob failure poor initial layer bed adhesion faiure predicts-few-3D-failures spahgetti stringing under extrusion 3D failure

printer spaghetti project thumbnail

Object Detection

printer spaghetti

by mumbai university

1

3.35k images2 models35

Blobs Crack Spagatti Spaghetti Stringing bed adhesion failure fail nozzle blob failure poor initial layer bed adhesion faiure spaghetti spahgetti stringing undefined

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

3dprintfail project thumbnail

Object Detection

3dprintfail

868 images

3D failure bed adhesion failure nozzle blob failure poor initial layer bed adhesion faiure predicts-few-3D-failures spahgetti stringing under extrusion 3D failure

Leaf project thumbnail

Leaf

413 images1

Final Initial Intermediate

Showing 1 - 50 of 300