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Object Detection

Classification

Instance Segmentation

+3

Model Type

RF-DETR

YOLO26

YOLOv11

YOLOv8

YOLO-NAS

+4

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eating phone seatbelt mask smoking

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

# 4. Get your results
print(result)

Top Drinking Datasets and Models

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

Related Objects of Interest:

eating phone seatbelt mask smoking

mobile detection project thumbnail

Object Detection

mobile detection

by asu

15

8.87k images2 models156

drinking smoking eating mobile use

Comportamentos project thumbnail

Object Detection

Comportamentos

8

8.15k images54

Drinking Eating Investigating Lying Moutend No comedouro Sleeping Walking

Abnormal Driver Behaviour project thumbnail

Object Detection

Abnormal Driver Behaviour

8

2.11k images1 model377

Cigarette Drinking Eating Phone Seatbelt

Reckless driver detection project thumbnail

Object Detection

Reckless driver detection

7

5.53k images145

Cigarette Drinking Eating HandsNotOnWheel HandsOnWheel Phone Seatbelt Sleepy microsleep

Human Action Recognition project thumbnail

Object Detection

Human Action Recognition

by Le Quy Don High School For Gifted Students

5

10k images1 model26

standing Drinking Fall-Detected Fall_down Lying_down Nearly_fall Sit Down Sitting Standing Walking Walking_on_Stairs crawling falling sitting walking

Behaviour project thumbnail

Object Detection

Behaviour

by ChikenBehaviour

4

714 images1 model

Anomaly Dead Drinking Feeding Sleepnig

Comportamentos_ project thumbnail

Object Detection

Comportamentos_

3

8.07k images25

0 1 2 3 4 5 6 Drinking Eating Investigating Lying down Sleeping Walking

HarmfulAnimalInTheField project thumbnail

Object Detection

HarmfulAnimalInTheField

3

9.85k images50

cow elephant pig 0 1 98 Buffalo Chicken Deer Drinking Eating Elephant Goat Human Investigating Lying Monkey Moutend No comedouro Roe deer

Feeding project thumbnail

Object Detection

Feeding

3

2.2k images

Drinking Feeding Not Feeding

Combined project thumbnail

Object Detection

Combined

3

1.2k images

Lateral Lying Sitting Drinking Sitting Feeding Sitting NF Standing Drinking Standing Feeding Standing NF Sternal Lying Drinking Sternal Lying Feeding Sternal Lying NF

DMD project thumbnail

Object Detection

DMD

by Driver Monitoring

3

9.74k images3 models284

DangerousDriving Distracted Drinking SafeDriving SleepyDriving Yawn

cow2 project thumbnail

Object Detection

cow2

by Madhudhanush

3

1.34k images2 models12

drinking standing calving eating falling mating sitting

Feeding Test project thumbnail

Object Detection

Feeding Test

3

1.2k images

Drinking Feeding Not Feeding

MIT Indoor Semantic Segmentation project thumbnail

Semantic Segmentation

MIT Indoor Semantic Segmentation

2

2.58k images34

airplane apple backpack bag ball balloon banana baseball basket bear bed belt bench bicycle block boar board boat body boiler

Feeding project thumbnail

Object Detection

Feeding

by Feeding Behavior

2

3.83k images2 models

Drinking Feeding Not Feeding

Driver Monitoring system project thumbnail

Object Detection

Driver Monitoring system

by Driver Monitoring System

2

13.7k images5 models10

Distracted Drinking Drowsy Eating PhoneUse SafeDriving Seatbelt Smoking

Pigs - Drinking 3 project thumbnail

Object Detection

Pigs - Drinking 3

2

44 images

Driver Distraction_Single Camera project thumbnail

Object Detection

Driver Distraction_Single Camera

2

5.42k images84

Drinking Driver Driver Driver Looking away Driver Reaching behind Driver looking away Driver talking on phone Eyes Closed Eyes Open Mobile Seat Belt Texting Yawning

seatbelt project thumbnail

Object Detection

seatbelt

by dms

2

1.51k images10

cell phone drinking mask seatbelt eyeglass hands off hands on

driving project thumbnail

Object Detection

driving

2

8.87k images3 models37

c0 - Safe Driving c1 - Texting c2 - Talking on the phone c4 - Drinking c5 - Reaching Behind c7 - Talking to Passenger d0 - Eyes Closed d1 - Yawning d2 - Nodding Off

Ambient Intelligence Classroom project thumbnail

Object Detection

Ambient Intelligence Classroom

by National Taipei University of Technology

2

1.35k images3 models35

Drowsy/Sleeping Eating/Drinking Focused/Thinking Looking down Looking upfront Raising Hand Student Using-Laptop/Writing Using-Phone

Cow Detector project thumbnail

Instance Segmentation

Cow Detector

by Dairy Cow Project

1

785 images1 model11

Cows brush brushing cow drinking trough

ar project thumbnail

Object Detection

ar

1

4.15k images13

bike bus car drinking face green human motor person phone red rider seatbelt traffic light traffic sign truck vehicle wheel yellow Car

oneinstance_chicken-pose-estimation project thumbnail

Keypoint Detection

oneinstance_chicken-pose-estimation

1

237 images26

chicken drinking dead feefing

Feeding & Drinking Detection project thumbnail

Object Detection

Feeding & Drinking Detection

by Sunchon National University

1

1.87k images9

Drinking Feeding Not Feeding/Drinking

cat_behavior_classification project thumbnail

cat_behavior_classification

by MASTER PROJECT

1

225 images13

cat drinking cat eating cat fighting cat laying cat sitting cat stratching

Activity Recognition project thumbnail

Object Detection

Activity Recognition

by hanyang university

1

2.25k images5 models65

Drinking Fall_down Sitting Standing Walking

text_2 project thumbnail

Object Detection

text_2

1

13.1k images1 model

drinking drowsy phone seatbelt smoking yawning

phone detection project thumbnail

Object Detection

phone detection

by Shiv Nadar University Chennai

1

414 images

Drinking Driver Driver Driver Looking away Driver Reaching behind Driver talking on phone Eyes Closed Eyes Open Mobile Seat Belt Texting Yawning

hands on project thumbnail

Object Detection

hands on

by dms

1

1.61k images3

cell phone drinking seatbelt eyeglass hands on

VTAR11 project thumbnail

VTAR11

1

2.39k images1 model8

Toddler Drinking Toddler Sleeping Toddler crying Toddler eating Toddler on staircase Toddler palying stacking ring Toddler playing swing Toddler with knife Toddler yawning Unlabeled W-sitting baby smiling

KitchenLVIS project thumbnail

Object Detection

KitchenLVIS

by LVARobotVision

1

285 images16

ambulance apple avocado ball balloon banana baseball basketball battery bear bed belt bench bird blueberry bolt book boot bottle bowl

old project thumbnail

Object Detection

old

by CV

1

5.49k images4 models52

phone seatbelt smoking Drinking Eating

Pig Count project thumbnail

Object Detection

Pig Count

1

50 images1 model30

Drinking pig1 pig2 pig3 pig4 pig5

Modified distracted driver dataset project thumbnail

Object Detection

Modified distracted driver dataset

1

5.84k images51

c0 - Safe Driving c1 - Texting c2 - Talking on the phone c3 - Operating the Radio c4 - Drinking c5 - Reaching Behind c6 - Hair and Makeup c7 - Talking to Passenger d0 - Eyes Closed d1 - Yawning d2 - Nodding Off d3 - Eyes Open

drinking project thumbnail

Object Detection

drinking

by dms

1

1.52k images17

cell phone drinking mask seatbelt smoking eyeglass hands off hands on

HAR project thumbnail

Object Detection

HAR

by HAR

1

4.61k images27

drinking calling clapping cycling dancing eating fighting hugging laughing listening_to_music running sitting sleeping texting using_laptop

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