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Object Detection

Classification

Instance Segmentation

+3

Model Type

RF-DETR

YOLO26

YOLOv11

YOLOv8

YOLO-NAS

+4

Classes

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

# 4. Get your results
print(result)

Top Raw Datasets and Models

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

Related Objects of Interest:

cheese apple beef beer rice

Coffee Bean project thumbnail

Coffee Bean

2.68k images

Dark Empty Light Medium Raw

Coffee Bean 2 project thumbnail

Coffee Bean 2

1.12k images

Dark Empty Light Medium Raw

Data Set Coffee Beans Color project thumbnail

Object Detection

Data Set Coffee Beans Color

1k images

Background Background2 Dark Roast Light Roast Medium Roast Raw Coffee

pub project thumbnail

Object Detection

pub

by pub

168 images

African Descent Alcohol Animal Antibiotic Baby Bee Bird Blond Hair Blue Bread Breakfast Breakfast Cereal Broccoli Burger Business Cable Calculator Capsule Cheese Chef

trash project thumbnail

Object Detection

trash

983 images

ripe general objects raw recycle

Gold Crowded Merged C Release Test project thumbnail

Instance Segmentation

Gold Crowded Merged C Release Test

by SA-Co Gold Dataset

846 images

animal apple backpack bag balloon basket bed beef beer bench bicycle bird blueberry boat bolt book bottle bowl box bridge

Data Set Single Beans 1 project thumbnail

Data Set Single Beans 1

1.18k images

Background Background2 Dark Dark Roast Green Light Light Roast Medium Medium Roast Raw Coffee

Gold Crowded Merged A Release Test project thumbnail

Instance Segmentation

Gold Crowded Merged A Release Test

by SA-Co Gold Dataset

846 images

animal apple backpack bag balloon basket bed beef beer bench bicycle bird blueberry boat bolt book bottle bowl box bridge

Gold Metaclip Merged B Release Test project thumbnail

Instance Segmentation

Gold Metaclip Merged B Release Test

by SA-Co Gold Dataset

606 images

avocado bag ball bed board body bottle bowl box broccoli building butterfly button cabinet cable cake camera candy cap car

Data Set Single Beans project thumbnail

Data Set Single Beans

1.18k images1 model

Background Background2 Dark Dark Roast Green Light Light Roast Medium Medium Roast Raw Coffee

sacha_inchi project thumbnail

Object Detection

sacha_inchi

by deteksibunga

189 images1 model

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

Gold Metaclip Merged A Release Test project thumbnail

Instance Segmentation

Gold Metaclip Merged A Release Test

by SA-Co Gold Dataset

606 images

airplane avocado bag ball bed belt body bottle bowl box broccoli building butterfly button cabinet cable cake camera candy cap

afasf project thumbnail

Object Detection

afasf

646 images2

button cheese door gold mobile $2.00 %&& Tea &LIQUOR '''((05/9/2018)<phay>(11.2016)(1758 (THỜ (VIJACO)(dâu<phay>)+84

Gold Crowded Merged B Release Test project thumbnail

Instance Segmentation

Gold Crowded Merged B Release Test

by SA-Co Gold Dataset

846 images

animal apple backpack bag balloon basket bed beef beer bench bicycle bird blueberry boat bolt book bottle bowl box bridge

test0522 project thumbnail

Object Detection

test0522

92 images

apple bike car rose bagel raw-ViVi

food project thumbnail

Object Detection

food

9.12k images

apple avocado banana beef beer bread broccoli butter cauliflower cheese chicken chocolate coconut corn croissant cucumber egg eggplant fish garlic

Food Recognition Challenge project thumbnail

Object Detection

Food Recognition Challenge

1.27k images104

apple avocado banana beef beer bread broccoli butter carrot cauliflower cheese chicken chocolate corn croissant cucumber egg eggplant fish honey

Vid project thumbnail

Object Detection

Vid

1.15k images38

Dark Roast Light Roast Maw Medium Roast Raw

Food Detection project thumbnail

Instance Segmentation

Food Detection

by SeniorResearch

1

1k images4

apple avocado banana beef beer bread broccoli butter cauliflower cheese chicken chocolate coconut corn croissant cucumber egg eggplant fish garlic

YOLOv5 Food Image project thumbnail

Object Detection

YOLOv5 Food Image

by new-workspace-9jbw6

1

10k images29

apple avocado banana beef beer bread broccoli butter cauliflower cheese chicken chocolate coconut corn croissant cucumber egg eggplant fish garlic

Corn project thumbnail

Object Detection

Corn

9.9k images1 model5

apple avocado banana beef beer bread broccoli butter cauliflower cheese chicken chocolate coconut corn croissant cucumber egg eggplant fish garlic

FoodRecognition project thumbnail

Object Detection

FoodRecognition

1k images

apple avocado banana beef beer bread broccoli butter cauliflower cheese chicken chocolate coconut corn croissant cucumber egg eggplant fish garlic

glassess project thumbnail

Object Detection

glassess

by xy

1.22k images

sandbox-glasses - v1 raw

images project thumbnail

Object Detection

images

60 images2

apple avocado banana beer broccoli butter egg honey lemon mango onion pumpkin rice salmon sausage tea water zucchini beef-filet bell-pepper-red-raw

food_6012 project thumbnail

Object Detection

food_6012

by image segmentation

6.01k images3

apple avocado banana beef beer bread broccoli butter cauliflower cheese chicken chocolate coconut corn croissant cucumber egg eggplant fish garlic

Lentes project thumbnail

Object Detection

Lentes

by Santiagos Workspace

275 images

Glassess Mando Consola sandbox-glasses - v1 raw

barbers2 project thumbnail

Object Detection

barbers2

7.31k images

Face Detection - v20 raw-images_resized640 undefined

Dark Roast project thumbnail

Object Detection

Dark Roast

476 images

Dark Roast Light Roast Medium Roast Raw

Test project thumbnail

Object Detection

Test

50 images

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

Data Set project thumbnail

Data Set

1k images1 model

Coffe Dark Light Medium Raw Roast

food_recognition project thumbnail

Object Detection

food_recognition

by New Workspace

6.81k images13

apple avocado banana beef beer bread broccoli butter carrot cauliflower cheese chicken chocolate corn croissant cucumber egg eggplant fish honey

Food Detection project thumbnail

Object Detection

Food Detection

1k images

apple avocado banana beef beer bread broccoli butter cauliflower cheese chicken chocolate coconut corn croissant cucumber egg eggplant fish garlic

Roast project thumbnail

Object Detection

Roast

1.32k images1 model12

Coffee-Beans Dark Roast Light Roast Medium Roast Raw

Data Set 2 project thumbnail

Data Set 2

1k images1 model

Coffe Coffe-Raw Dark Dark-Roast Light Light-Roast Medium Medium-Roast Raw Roast

Raw project thumbnail

Object Detection

Raw

400 images

Coffee-Beans Light Roast Medium Roast Raw

Medium Roast project thumbnail

Object Detection

Medium Roast

440 images

Light Roast Medium Roast Raw

sam2 food dataset project thumbnail

Object Detection

sam2 food dataset

by 1

1.02k images

apple avocado banana beef beer bread broccoli butter cauliflower cheese chicken chocolate coconut corn croissant cucumber egg eggplant fish garlic

All_dataset project thumbnail

Object Detection

All_dataset

1

2.46k images24

Coffee-Beans Dark Roast Light Roast Maw Medium Roast Raw

V2.0 project thumbnail

Object Detection

V2.0

600 images

box cake car circle clock cup house leaf moon pipe plane ship tea bill eraser heads heart market micro music

Food types project thumbnail

Object Detection

Food types

100 images1 model4

apple avocado banana beef broccoli butter cauliflower cheese cucumber egg fish hamburger honey kiwi lemon milk orange pear pumpkin rice

Doublets Raw Data project thumbnail

Instance Segmentation

Doublets Raw Data

by Gerrys Workspace

1.11k images1 model

Doublets-Raw-Data Joint_detachment cracks

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