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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:

==============================the following pre-processing was applied to each image:roboflow is an end-to-end computer vision platform that helps you - collaborate with your team on computer vision projects - understand and search unstructured image data

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

# 4. Get your results
print(result)

Top Pre Datasets and Models

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

Related Objects of Interest:

==============================the following pre-processing was applied to each image:roboflow is an end-to-end computer vision platform that helps you - collaborate with your team on computer vision projects - understand and search unstructured image data

dog1 project thumbnail

Object Detection

dog1

992 images

- collaborate with your team on computer vision projects - understand and search unstructured image data - use active learning to improve your dataset over time 17 18 ==============================Facial Skin - v1 2025-04-18 10:11pm Facial-skin are annotated in YOLOv11 format-No image augmentation techniques were applied-Roboflow is an end-to-end computer vision platform that helps you The dataset includes 997 images-The following pre-processing was applied to each image:visit https:--github-com-roboflow-notebooks

Trained models including uranium project thumbnail

Object Detection

Trained models including uranium

1.61k images1 model3

object * 50% probability of horizontal flip * Resize to 640x640 (Stretch)* annotate, and create datasets * collaborate with your team on computer vision projects * collect & organize images * export, train, and deploy computer vision models * understand and search unstructured image data * use active learning to improve your dataset over time ==============================Animal detect - v2 2023-04-25 3:38pm Animals are annotated in YOLOv8 format.For state of the art Computer Vision training notebooks you can use with this dataset,Person dataset - v3 2023-11-16 1:52am Roboflow is an end-to-end computer vision platform that helps you The dataset includes 269 images.The following augmentation was applied to create 3 versions of each source image:The following pre-processing was applied to each image:This dataset was exported via roboflow.com on April 25, 2023 at 10:09 AM GMT To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com

Hermetia Illucens project thumbnail

Object Detection

Hermetia Illucens

33 images4 models

Insecto Larva Pre-pupa Pupa

Maggot project thumbnail

Object Detection

Maggot

by stardenburdenhardenbah

1.94k images2 models15

Larva Maggot Pre-Pupa Pupa

Sign language project thumbnail

Object Detection

Sign language

100 images

- collaborate with your team on computer vision projects - understand and search unstructured image data - use active learning to improve your dataset over time 17 18 ==============================No image augmentation techniques were applied-Roboflow is an end-to-end computer vision platform that helps you SIGNS are annotated in YOLOv8 format-Sign Language - v1 2026-02-08 9:07pm The dataset includes 100 images-The following pre-processing was applied to each image:visit https:--github-com-roboflow-notebooks

AwakeLens 2.2 project thumbnail

Object Detection

AwakeLens 2.2

by Drowsy Detection

3.88k images

drowsy open-eyes pre-drowsy

Object detection project thumbnail

Object Detection

Object detection

by FAST national University of Emerging and computing sciences

8.09k images

* annotate, and create datasets * collaborate with your team on computer vision projects * collect & organize images * export, train, and deploy computer vision models * understand and search unstructured image data * use active learning to improve your dataset over time 17 18 19 ==============================For state of the art Computer Vision training notebooks you can use with this dataset,No image augmentation techniques were applied.Pascal VOC 2012 - v1 raw Roboflow is an end-to-end computer vision platform that helps you The dataset includes 17112 images.The following pre-processing was applied to each image:This dataset was exported via roboflow.com on March 6, 2024 at 4:41 PM GMT To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com VOC are annotated in YOLOv8 Oriented Object Detection format.visit https://github.com/roboflow/notebooks

Hermetia Illucens project thumbnail

Object Detection

Hermetia Illucens

by 01

148 images1 model

Larva Metamorfosis Pre-pupa Pupa d ç

Sign language project thumbnail

Object Detection

Sign language

by mohmedmostafa

100 images

- collaborate with your team on computer vision projects - understand and search unstructured image data - use active learning to improve your dataset over time 17 18 ==============================No image augmentation techniques were applied-Roboflow is an end-to-end computer vision platform that helps you SIGNS are annotated in YOLOv8 format-Sign Language - v1 2026-02-08 9:07pm The dataset includes 100 images-The following pre-processing was applied to each image:visit https:--github-com-roboflow-notebooks

YOLO project thumbnail

Object Detection

YOLO

354 images

aeroplane backpack banana bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot cat chair clock

TA project thumbnail

Object Detection

TA

300 images1 model2

Maggot Dewasa Pre Pupa Pupa

TA Cakra project thumbnail

Object Detection

TA Cakra

852 images5

Maggot-Dewasa Pre-Pupa Pupa

COCO_subset project thumbnail

Object Detection

COCO_subset

173 images1 model

19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38

leukemia project thumbnail

Object Detection

leukemia

by custom yolov5

232 images1 model2

Benign Early Pre Pro

My First Project project thumbnail

Object Detection

My First Project

6.21k images

- collaborate with your team on computer vision projects - understand and search unstructured image data - use active learning to improve your dataset over time ==============================Helmet-wLSl are annotated in YOLOv8 Oriented Object Detection format-PPE 2 - v2 2024-08-19 6:41am Roboflow is an end-to-end computer vision platform that helps you The dataset includes 8725 images-The following pre-processing was applied to each image:visit https:--github-com-roboflow-notebooks

number detection project thumbnail

Object Detection

number detection

by d

3.76k images

0 1 2 3 4 5 6 7 8 9 For state of the art Computer Vision training notebooks you can use with this dataset,To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com visit https://github.com/roboflow/notebooks

Human detection model V2 project thumbnail

Object Detection

Human detection model V2

by humandetectionmodel

3.3k images1 model8

==============================Human detection model - v1 2024-04-30 2:41pm The following pre-processing was applied to each image:humans

Fruit Detection project thumbnail

Object Detection

Fruit Detection

by ai

1.28k images1 model

==============================Fruits are annotated in YOLOv8 format.Fruits detection - v1 2023-01-16 4:50pm The dataset includes 8479 images.The following pre-processing was applied to each image:This dataset was created on January 16, 2023 at 11:23 AM GMT

mdp 12 project thumbnail

Object Detection

mdp 12

356 images

down - collaborate with your team on computer vision projects - understand and search unstructured image data 11 12 13 14 18 19 20 21 22 23 24 25 26 28 29 31 32

tiptraori project thumbnail

Object Detection

tiptraori

1.07k images2 models

detection fruits project thumbnail

Object Detection

detection fruits

by Fruits detection

696 images

==============================Fruits are annotated in YOLOv8 format-Fruits detection - v1 2023-01-16 4:50pm The dataset includes 8479 images-The following pre-processing was applied to each image:

Object Detection project thumbnail

Object Detection

Object Detection

812 images2 models

star Ball Book Bottle Box Face Face detection - v1 2023-07-07 9:54am Face-Bottle-Ball-Phone Pen Phone The following pre-processing was applied to each image:

AI_Competition project thumbnail

Object Detection

AI_Competition

by Anastasias Workspace

563 images

- Auto-orientation of pixel data (with EXIF-orientation stripping)- collaborate with your team on computer vision projects - understand and search unstructured image data 19 20 21 22 23 24 ==============================Construction Site Safety - v30 raw-images_latestversion No image augmentation techniques were applied-Roboflow is an end-to-end computer vision platform that helps you The dataset includes 717 images-The following pre-processing was applied to each image:visit https:--github-com-roboflow-notebooks

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