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Project Type

Object Detection

Classification

Instance Segmentation

+3

Model Type

RF-DETR

YOLO26

YOLOv11

YOLOv8

YOLO-NAS

+4

Classes

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

# 4. Get your results
print(result)

Top Less Datasets and Models

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

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FourEye project thumbnail

Object Detection

FourEye

193 images1 model1

Less-Suspicious More-Suspicious Normal Suspicious

HardHat_and_NoHat_Classifier project thumbnail

Object Detection

HardHat_and_NoHat_Classifier

by Aditya Birla Management Corporation Private Limited

10k images1 model1

hat head object Head Heads Helmet hair less-hair no-hair

keyboard-symbols-detection project thumbnail

Object Detection

keyboard-symbols-detection

by layout checker

424 images5 models

0 1 2 3 4 5 6 7 8 9 A AI Action 1 Action 2 Action 3 Action 4 Alt Alt Gr Ampersand Apostrophe

YVR project thumbnail

Object Detection

YVR

by YVR

704 images

backpacks high trash less trash

sign-3 project thumbnail

Object Detection

sign-3

3.5k images

Delta add alpha beta div division equal exclamation exists forall frac gamma geq in infty int lambda left_braces left_brackets left_parentheses

storeman project thumbnail

Object Detection

storeman

159 images

can-drink coke-less-sugar coke-zero hojicha-tea lemon-tea pepsi_zero salt-cola sencha_green_tea

MalariaStages project thumbnail

Object Detection

MalariaStages

42 images1 model5

traffic-violation-no-mobile-license-plat-bike-car project thumbnail

Object Detection

traffic-violation-no-mobile-license-plat-bike-car

by Computer Vision

6.41k images

helmet mobile 2-or-less-person-on-2-wheeler more-than-2-person-on-2-wheeler no-helmet person-noseatbelt person-seatbelt

Waste 4 d project thumbnail

Object Detection

Waste 4 d

by Hessa Alrashreed

1

678 images1 model

high trash less trash

fyp project thumbnail

Object Detection

fyp

80 images1 model

end-of-life insulation DP less than 300 moderately aged insulation DP 500 - 800 new insulation DP 1000 - 1200 severely aged insulation DP 300 - 500 slightly aged insulation DP 800 - 1000

My First Project project thumbnail

Object Detection

My First Project

by sign Language

63 images

Hello Hi Less No Ok Please Sorry Thank You Well Done Yes

jaranara project thumbnail

Object Detection

jaranara

by 11126 parksiwoo

59 images1 model23

face detection project thumbnail

Object Detection

face detection

691 images2 models2

Focus Less-Focus Not-Focus

storeman3 project thumbnail

Object Detection

storeman3

578 images

can-drink coke-less-sugar coke-zero hojicha-tea lemon-tea pepsi_zero salt-cola sencha_green_tea

snack project thumbnail

snack

1.4k images4

168 CHICKEN LUNCHEON MEAT (FRESH QUALITY)168 MALING LAYS SALT _ VINEGAR PRINGLES Original PikNik 50_ Less Salt Shoestring Potatoes PikNik Ketchup Fries Thick Cut Potatoes SAPORITO CORNED BEEF SNACKERS CHIPCHARON SNACKERS NACHOS BBQ SPAM CLASSIC

bald project thumbnail

Object Detection

bald

50 images1 model7

soldering(2) project thumbnail

Object Detection

soldering(2)

by

42 images

base less over two

cheques project thumbnail

Object Detection

cheques

25 images

angry animal back bird blue body book broken can chair cloud corn door down elephant face fire flower food foot

storeman 2 project thumbnail

Object Detection

storeman 2

249 images

can-drink coke-less-sugar coke-zero hojicha-tea lemon-tea pepsi_zero salt-cola sencha_green_tea

rr project thumbnail

Object Detection

rr

by re

678 images1 model2

high trash less trash

Clean town project thumbnail

Object Detection

Clean town

478 images

4 high trash less trash

Scene_Text_Recognition 2 project thumbnail

Object Detection

Scene_Text_Recognition 2

by scentetextrecognvlad

3.17k images

auto blue box cabinet can car chip face fresh gold house king medical orange pepsi text top ""EUROPEI "GHINION"

general canner project thumbnail

Object Detection

general canner

417 images

can-drink coke-less-sugar coke-zero hojicha-tea lemon-tea pepsi_zero salt-cola sencha_green_tea

hairdetection project thumbnail

Object Detection

hairdetection

1.15k images10

No Helmet bald less-hair shortcut shotcut

INSULATION PAPER DP VALUE (FYP) project thumbnail

Object Detection

INSULATION PAPER DP VALUE (FYP)

88 images

end-of-life insulation DP less than 300 moderately aged insulation DP 500 - 800 new insulation DP 1000 - 1200 severely aged insulation DP 300 - 500 slightly aged insulation DP 800 - 1000

Keyboard_detection project thumbnail

Object Detection

Keyboard_detection

5.38k images1 model

keyboard +-0 1 2 3 4 5 6 7 76 8 9 <>a accent ae alt-left

detection face 2 project thumbnail

Object Detection

detection face 2

691 images1 model

Focus Less-Focus Not-Focus

Acne project thumbnail

Object Detection

Acne

by New Workspace

29 images1 model

less severe mild

FINALNAFINALTRASHSCAN project thumbnail

Object Detection

FINALNAFINALTRASHSCAN

by Ians Research

776 images

b high trash hightrash-lesstrash less trash

Waste project thumbnail

Object Detection

Waste

by Hessa Alrashreed

467 images1 model24

Other high trash less trash

OCEA project thumbnail

Object Detection

OCEA

by SEW

1

25 images

angry animal back bird blue body book broken can chair cloud corn crack desk door down elephant face fire flower

key_board_label project thumbnail

Object Detection

key_board_label

by yololabeltest

80 images1

dot 0 1 2 3 4 5 6 7 8 9 A Action 2 Action 3 Action 4 Alt Ampersand Asterisk At sign B

keyboard w/h bbox detection project thumbnail

Object Detection

keyboard w/h bbox detection

346 images

keyboard 0 1 2 3 4 5 6 7 8 9 a accent ae alt-left altgr-right b c caret comma

kb detection v2 project thumbnail

Object Detection

kb detection v2

11.8k images

keyboard 0 1 2 3 4 5 6 7 8 9 a accent ae alt-left altgr-right b c caret comma

Keyboard Key Recognition project thumbnail

Object Detection

Keyboard Key Recognition

by YOLO Keyboard Key Recognition

72 images1 model

keyboard 0 1 2 3 4 5 6 7 8 9 BACKSPACE SPACE a accent ae alt-left altgr-right b c

sign language detection project thumbnail

Object Detection

sign language detection

by Object Detection

39 images

good important intelligent late less sign-language

My First Project project thumbnail

Object Detection

My First Project

150 images

good leaf leaf less water or less shade or has fungal infection leaf with less sunlight or too much water

Text Finder project thumbnail

Object Detection

Text Finder

by RTLTextDetectie

960 images2

airport back bike book building can car card close coffee coin danger door drink equipment fresh good house human line

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