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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:

chair bag cap screw box

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

# 4. Get your results
print(result)

Top Manual Datasets and Models

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

Related Objects of Interest:

chair bag cap screw box

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

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

First Project project thumbnail

Object Detection

First Project

5.93k images

Aventics Marex 3D Joystick-ID-20f329f3-3620-4708-8c4d-287541e97bb2 Aventics Marex OS II-OS III Control-ID-b742d3ea-d000-42fd-9d5e-f14374383e84 Aventics Propulsion Control Baraldi Cooktop Vent-ID-6a2c772a-d086-4ad3-86f1-cf8d47a468e5 Black Water Pump Black Water Tank Black-water Pump-out Deck Fitting Boning Engine Operation Panel-ID-56200782-9d90-41a5-9836-f3b38d8ec10b Butter Knife-ID-2fa85876-1cd3-41f0-8d35-5bc19750788b Cockpit Sink Dometic Condaria Condensing Unit Dometic Inverter Control-ID-aa4f7941-527a-4619-a9a0-82eedfed4254 Dometic MagDrive Pump Dometic Smart Touch Control-ID-87a343d5-5440-48fc-943f-aaa1e2a7a625 Duck-ID-2fa85876-1cd3-41f0-8d35-5bc19750788b Eaton UPS-ID-cc65bdaa-588f-4c6a-b133-eec851263f98 Element by Vinotemp Wine Cooler-ID-ecca1883-48a7-4882-a313-fe1ecc4f6c24 Engine Air Filter Engine Room AC Compressor Garmin Display Keypad-ID-288c1a8c-039b-4831-8173-3d4d54567aad

LabObjects project thumbnail

Object Detection

LabObjects

by Lab

913 images

ABB Chair MIR Manual station Robotnik

My First Project project thumbnail

Object Detection

My First Project

by Lab

634 images

chair MIR Manual workstation Robotnik Tiago UR b

Original-Cashier-Activity project thumbnail

Object Detection

Original-Cashier-Activity

2.28k images

Bill-Printer Card-Payment Carry-Item Cash-Payment Customer-Hand Hard-Tag Hard-Tag-Remove Item-Scanning Keyboard Manual-Entering Prod Scanner Shopping-Bag emptyHands handsFilled isPicked

Smallbox Part project thumbnail

Object Detection

Smallbox Part

320 images

Bell Cable Charger Front Reflector Manual Book Manual Part Pedal Rear Reflector

line3-step2 project thumbnail

Object Detection

line3-step2

76 images1

Left-Bottom Left-Top Manual Right-Bottom Right-Top

kvm_auto project thumbnail

Object Detection

kvm_auto

by OSE

27 images1 model

auto auto_highlight manual manual_highlight

CM66_Component_0717 project thumbnail

Object Detection

CM66_Component_0717

215 images2 models1

Left-Bottom Left-Top Manual Right-Bottom Right-Top

Safety project thumbnail

Object Detection

Safety

by Jose Gabriel Islas

40 images

emegerncy-exit exit-sign exit-signs fire-equipment-kit manual-call-point smoke-detector

Diagnose_Fan_Cable(C&D-M) project thumbnail

Object Detection

Diagnose_Fan_Cable(C&D-M)

by Alphabet Numbers

27 images1 model

Connect Disconnect Manual

kitting project thumbnail

Object Detection

kitting

208 images1

cloth hand top headset manual

My First Project Test project thumbnail

Object Detection

My First Project Test

by New Workspace

58 images

Fake Manual My-First-Project-Test Real

cutting-coco-1 project thumbnail

Object Detection

cutting-coco-1

3k images

paper cutting engine cutting engine cover empty cone loaded cone manual cutting engine

game objects detection project thumbnail

Object Detection

game objects detection

50 images1 model

auto dead leave manual objects redPacket relive skip task_flag team_flag use

Robotic vacuum cleaner v2 project thumbnail

Object Detection

Robotic vacuum cleaner v2

by um

303 images

AA-Battery Adapter Charging-Dock Cleaning-Brush HEPA-Filter Host-Unit Instruction-Manual Mop Remote-Control Side-Brush Warranty Card

piano project thumbnail

Object Detection

piano

78 images

AC CORD BARCODE DP10 MANUAL BOOK accessories template book

cutting-coco-2 project thumbnail

Object Detection

cutting-coco-2

3k images

paper cutting engine cutting engine cover empty cone loaded cone manual cutting engine

Car project thumbnail

Object Detection

Car

6.81k images14

bicycle bus car motor pedestrian rickshaw truck Car Non-Car cng leguna manual-van others

Sony RX1 project thumbnail

Object Detection

Sony RX1

118 images1

00 01 02 03 04 06 07 08 10 11 12 13 14 15 16 17 18 19 2 - Black 20

projectyolo project thumbnail

Object Detection

projectyolo

432 images

etiqueta grasa manual manual2 pieza t-body

line2-step2 project thumbnail

Object Detection

line2-step2

109 images

Manual Triangle

cutting-coco-3 project thumbnail

Object Detection

cutting-coco-3

3k images

paper cutting engine cutting engine cover empty cone loaded cone manual cutting engine

line1-step2 project thumbnail

Object Detection

line1-step2

111 images

Manual Triangle

PL Fire External Model project thumbnail

Object Detection

PL Fire External Model

7.01k images

Carbon Monoxide -CO In Square-Duct Detector -S in Hex Box 2 Lines-Duct Detector -Two DD in Box-Fire Alarm Audio -F in circle with black horn-Fire Alarm Audio -Simple Horn Symbol No Letters-Fire Alarm Door Relay -Capital FR in square-Fire Alarm Heat Detector -Thermometer in circle-Fire Alarm Horn Strobe -F in circle and star-Fire Alarm Horn Strobe -F in square with Horn symbol-Fire Alarm Horn Strobe -Square Base Pyramid with Horn-Fire Alarm Horn With Visual -F in circle_or_square 3 lines out and horn symbol-Fire Alarm Smoke Detector -Smoke S shape in Circle-Fire Alarm Speaker With Visual -F in circle with 2 star lines-Fire Alarm Strobe -Circle with 4 star lines coming out-Fire Alarm Visual -F Circle Star-Fire Alarm Visual -V Star-Heat Detector -H Circle-Heat Detector -Small Point with line in Box-Low Frequency Horn -LF in box with horn symbol-Manual Fire Alarm Station -F in box-

Ego4D project thumbnail

Instance Segmentation

Ego4D

by SA-Co Silver Dataset

984 images

bag ball banana basket bed bell pepper bicycle board bolt book bottle bowl box building button cabinet camera car card cardboard

gamesz project thumbnail

Object Detection

gamesz

98 images4

Playstation 2 Case Playstation 2 Disc Playstation 2 Insert Playstation 2 Manual

Packing Detection project thumbnail

Object Detection

Packing Detection

117 images1 model1

Hardware Kit User Manual

yilong_1201 project thumbnail

Object Detection

yilong_1201

869 images

crusher manual mechan_tap mechanical multi_event rig

SIGHT-MU Dataset project thumbnail

Object Detection

SIGHT-MU Dataset

5.34k images

Bridgeport-Manual Mill Human_detection Lathe TL1-CNC UR5-Cobot

Industrial objects project thumbnail

Object Detection

Industrial objects

2.5k images

chair MIR Manual station Robotnik UR b

box project thumbnail

Object Detection

box

2.26k images1 model

line printer Box Cartridge Manual

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