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Object Detection

Classification

Instance Segmentation

+3

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RF-DETR

YOLO26

YOLOv11

YOLOv8

YOLO-NAS

+4

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

# 4. Get your results
print(result)

Top Mechanical Datasets and Models

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

Related Objects of Interest:

lamp microphone chair table barrel

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

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

DROID project thumbnail

Instance Segmentation

DROID

by SA-Co Silver Dataset

486 images

apple basket block bolt book bowl box button cabinet cable can candy cardboard cardboard box chair computer container couch cup desk

National Gallery of Art project thumbnail

Instance Segmentation

National Gallery of Art

by SA-Co Silver Dataset

845 images

animal background bag baseball bat belt bench bicycle bird block boat bolt book boot bowl box building button cabinet can candle

Mechanical Components project thumbnail

Object Detection

Mechanical Components

by Mechanical Components in Manufacturing

2.25k images

==============================Mechanical Parts - v1 2022-12-06 8:37pm Roboflow is an end-to-end computer vision platform that helps you

pen_pencil_mechanical project thumbnail

Object Detection

pen_pencil_mechanical

120 images1 model

pencil mechanical pen_pencil_detection pen_pencil_mechanical_detection prn

yilong_1201 project thumbnail

Object Detection

yilong_1201

869 images

crusher manual mechan_tap mechanical multi_event rig

C - SG NUT Detection 1000 project thumbnail

Object Detection

C - SG NUT Detection 1000

by May Factory Components

994 images1 model

part_2 project thumbnail

Object Detection

part_2

by Poc

78 images

circle MSL SGEV mechanical part_body part_head

Train_Model_V2 project thumbnail

Instance Segmentation

Train_Model_V2

by PerceptionChallenge

8.63k images1 model

Mechanical tools - v1 2025-04-21 10:39am

Anomalies Detection project thumbnail

Instance Segmentation

Anomalies Detection

561 images1 model

Broken Label Mechanical Issue Ok_Fiber_connector Pins SFP SFP_Back SFP_Back_Lid SFP_Front SFP_Front_Lid SFP_Lateral SFP_Lateral_Lid Scratch

Mechanical Tools project thumbnail

Object Detection

Mechanical Tools

3.27k images1 model

==============================Mechanical Tool - v1 2025-01-02 9:10pm ScrewDriver

My First Project project thumbnail

Object Detection

My First Project

25 images

pen eraser mechanical pencil

ObjectDetectionAssesment project thumbnail

Object Detection

ObjectDetectionAssesment

399 images

Calculator Computer mouse Mechanical Pencil Phone Pliers Vaseline objects

Detect And Classify Object Detection project thumbnail

Object Detection

Detect And Classify Object Detection

by Broken Insulator

1.54k images2 models

Flashover Mechanical n

Anomalies Detection 2 project thumbnail

Instance Segmentation

Anomalies Detection 2

561 images

Broken Label Mechanical Issue Ok_Fiber_connector Pins SFP SFP_Back SFP_Back_Lid SFP_Front SFP_Front_Lid SFP_Lateral SFP_Lateral_Lid Scratch

object detection project thumbnail

Object Detection

object detection

by lil

1

9.19k images1 model

* collaborate with your team on computer vision projects ==============================Mechanical tools-10000 - v3 2023-05-29 12:32am Roboflow is an end-to-end computer vision platform that helps you This dataset was exported via roboflow This dataset was exported via roboflow.com on June 3, 2023 at 4:30 PM GMT plier screw driver

Obstruction Dataset project thumbnail

Object Detection

Obstruction Dataset

1

9.5k images7

airplane animal apple backpack ball balloon banana baseball bat baseball glove bear bed beer bench bicycle bird boat book boot bottle bowl

Mechanical Parts project thumbnail

Object Detection

Mechanical Parts

by Katejill test room

28 images1

nut screw Mechanical-Parts

text project thumbnail

Object Detection

text

by Summer Research 24

33 images1 model

-0 0.00 01 02 05 08 1 1.00 10 10.68 101 102 104 105 108 108.00 11 110 111

sign language project thumbnail

sign language

2

9.18k images3 models

airplane good house Hello What allah animals architectural attentive baby brother cheap dad doctor eat excellent fine for him for you friend

Metal-defects project thumbnail

Instance Segmentation

Metal-defects

by ShahiN Workspace

2

61 images16

0 1 10 11 12 13 16 2 3 4 5 6 7 8 9 Bump Mark 2-3 steps Fire Crack Flange wavy GM(Guide Mark)Heavy wear out

project-5 project thumbnail

Object Detection

project-5

50 images

object 0 CIRCUIT BREAKER CURRENT TRANSFORMER DY11 TRANSFORMER FUSE GENERATOR LOAD BREAK SWITCH MECHANICAL INTERLOCK SINGLE PHASE SURGE DIVERTER THREE PHASE VOLTMETER PH-PH

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