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Object Detection

Classification

Instance Segmentation

+3

Model Type

RF-DETR

YOLO26

YOLOv11

YOLOv8

YOLO-NAS

+4

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barrel barrel bushing bullets fire control unit firing pin

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

# 4. Get your results
print(result)

Top Assembly Datasets and Models

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

Related Objects of Interest:

barrel barrel bushing bullets fire control unit firing pin

scaffold-detect-ver2 project thumbnail

Object Detection

scaffold-detect-ver2

5.31k images1 model

5 inches caster Anti tip assembly Brace C clamp Locking pin Lower ladder Mounting bracket Piece support Pipe Support Platform Shelf brace Tightening knob Upper ladder Wire grid shelf (L)Wire grid shelf (S)

final vortex project thumbnail

Object Detection

final vortex

by Kumaraguru college of Technology

30 images

feedback module feedback module in mounting track feedback module with grounding track feedback module with resistor module ground block assembly grounding track assembly mounting track assembly resistor module assembly souriau terminal block switch module

final_dataset project thumbnail

Object Detection

final_dataset

10.9k images

motor speaker assembly enclosure unit wire_plug

Auto Parts Detection project thumbnail

Object Detection

Auto Parts Detection

34 images

BOLT CHAIN TIMING ELEMENT AIR CLEANER GASKET OIL DRAIN PLUG JET COMPONENT PISTON COOLING OIL FILTER PUMP ASSEMBLY FUEL PUMP ASSEMBLY OIL RAIL ASSEMBLY CNG SPARK PLUG

Classification_défauts project thumbnail

Classification_défauts

by Arts et Mtiers

422 images

bad assembly of heel lift missing butterfly nut missing claw missing claw screw missing crampon screw missing heel lift screw missing lock missing pivot missing plate missing washer missing_crampon open lock

vortex project thumbnail

Object Detection

vortex

by Kumaraguru college of Technology

29 images1 model2

Diode/Resistor module assembly feedback module feedback module with grounding track feedback module with mounting track feedback module with resistor module ground block assembly grounding track assembly mounting track assembly program switch module souriau terminal block

Assembly System Detector project thumbnail

Object Detection

Assembly System Detector

652 images1 model6

assembly-system

LH_project Ajou project thumbnail

Object Detection

LH_project Ajou

by Construction

306 images2 models

This is concrete pouring This is excavation This is rebars assembly

LH_Project Const project thumbnail

Object Detection

LH_Project Const

306 images1 model

This is concrete pouring This is excavation This is rebars assembly

Safetysign project thumbnail

Object Detection

Safetysign

by Eswarabhinavs Workspace

768 images

fire extinguisher assembly point emergency exit fallingobjects fire hose firealarmcall_sign first aid

Automotive parts detection project thumbnail

Object Detection

Automotive parts detection

4.03k images6

Cylinder Head Exhaust Valve Spring Seat Washer Spring with Collet Stem Seal Valve Assembly

scaffold-detect-ver2-main-16 project thumbnail

Object Detection

scaffold-detect-ver2-main-16

5.26k images

5 in. caster 6 in. caster Anti-tip assembly Brace C clamp Locking pin Lower ladder Mounting bracket Piece support Pipe Support Platform Shelf brace Tightening knob Upper ladder Wire grid shelf -L-Wire grid shelf -S-

Coil Assembly project thumbnail

Instance Segmentation

Coil Assembly

176 images

Base Plate Coil-Assembly Coil_Point

bearing project thumbnail

Object Detection

bearing

97 images2 models5

bearing not good assembly

Const type project thumbnail

Object Detection

Const type

1

104 images1 model

standing concrete pouring excavation rebars assembly working

s4BLSfinal project thumbnail

Instance Segmentation

s4BLSfinal

4.89k images

door_frame project thumbnail

Object Detection

door_frame

3.21k images

motor speaker assembly enclosure unit wire_plug

D - Prince Bike Parts 1000 project thumbnail

Object Detection

D - Prince Bike Parts 1000

by May Factory Components

998 images1 model

cylinder-head exhaust-valve spring-seat-washer spring-with-collets valve-assembly

Car_Objects project thumbnail

Object Detection

Car_Objects

3.21k images

motor speaker assembly enclosure unit wire_plug

DMS NextGen project thumbnail

Object Detection

DMS NextGen

by SCAPE Technologies AS

961 images

part_10_ProFab-Lattice-Cube part_11_reuleaux part_12_helical-bevel-gear part_1_05-0-00-56 part_2_Conformal-isogrid part_3_Topology optimization part_4_Sphere part_5_Tubular part_6_Polia-HTD-5M-66-15-Trampa part_7_launch-assembly-body part_8_launch-assembly-nozzle-connector part_9_launch-assembly-pressure-connector-house

detection_defauts_assemblage project thumbnail

Object Detection

detection_defauts_assemblage

by Arts et Mtiers

422 images

bad assembly of heel lift missing butterfly nut missing claw missing claw screw missing crampon missing crampon screw missing heel lift screw missing lock missing pivot missing plate missing washer open lock

prince dataset project thumbnail

Object Detection

prince dataset

by Priyankabheske3

4.01k images

Cylinder head Exhaust valve Spring seat washer Spring with collets Stem seal This dataset was exported via roboflow Valve Assembly

odu project thumbnail

Object Detection

odu

1.65k images

bolt nut Obstruction azimath_bolts collar_bolt collar_nut dish_reflector elevation_bolt feed_arm lnb_assembly mast mounting_bracket odu-assembly

Tarkov Inventory Icons project thumbnail

Object Detection

Tarkov Inventory Icons

by Tarkov Vision

4.77k images1 model

screwdriver wrench 1001 1013 1091 1094 1095 1097 1110 1133 1134 1137 1140 1141 1156 1163 1167 1172 1184 1185

scaffold-detect-ver1-main project thumbnail

Object Detection

scaffold-detect-ver1-main

5.26k images

5 in. caster Anti-tip assembly Brace C clamp Locking pin Lower ladder Mounting bracket Piece support Pipe Support Platform Shelf brace Tightening knob Upper ladder Wire grid shelf -L-Wire grid shelf -S-

scaffold-detect-ver1-main-16 project thumbnail

Object Detection

scaffold-detect-ver1-main-16

4.1k images

5 inch caster 6 inch caster Anti-tip assembly Brace C clamp Locking pin Lower ladder Mounting bracket Piece support Pipe Support Platform Shelf brace Tightening knob Upper ladder Wire grid shelf -L-Wire grid shelf -S-

Pnematic Assembly project thumbnail

Object Detection

Pnematic Assembly

94 images1 model

cylinder top Assembly-detection QR base largenut piston smallnut

mergeS3 project thumbnail

Object Detection

mergeS3

2.76k images1 model2

assembly project thumbnail

Keypoint Detection

assembly

by BSS

69 images2 models

s404 project thumbnail

Instance Segmentation

s404

4.77k images

handle screw 1 2 3 assembly

action-detection project thumbnail

Object Detection

action-detection

1.07k images1 model3

action put component 2 put components 1 ready right position of component 2 right position of components 1 wright assembly wrong position

Planar Camera Objects From Below project thumbnail

Instance Segmentation

Planar Camera Objects From Below

150 images

Glass on the assembly site Glass on the output

scaffold-detect-ver3-main-16 project thumbnail

Object Detection

scaffold-detect-ver3-main-16

7.49k images

5 inch caster 6 inch caster Anti-tip assembly Brace C clamp Locking pin Lower ladder Mounting bracket Piece support Pipe Support Platform Shelf brace Tightening knob Upper ladder Wire grid shelf -L-Wire grid shelf -S-

Motherboard_Component project thumbnail

Object Detection

Motherboard_Component

by CV

132 images1 model

* collaborate with your team on computer vision projects ==============================Assembly Quality Detect - v1 2024-09-26 7:34pm Roboflow is an end-to-end computer vision platform that helps you This dataset was exported via roboflow.com on September 26, 2024 at 7:39 PM GMT

ddd project thumbnail

Object Detection

ddd

by ust

208 images

assembly-parts back panel blue back panel blue board panel board panel red board panel white backpanel white board panel

Assembly project thumbnail

Object Detection

Assembly

by Assembly Patterns

404 images1 model1

LH_Ajou project thumbnail

Object Detection

LH_Ajou

by Construction

699 images1 model

standing This is concrete pouring This is excavation This is rebars assembly working

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