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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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Related Objects of Interest:

syringe mask scalpel needle bandage

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

# 4. Get your results
print(result)

Top Gauze Datasets and Models

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

Related Objects of Interest:

syringe mask scalpel needle bandage

infectious_wastes project thumbnail

Object Detection

infectious_wastes

1

3.58k images1 model5

cotton mask tube 15 Ampule Army_navy Battery Bryan Bryan2 Bryan3 Bulldog Castroviejo Cut finger Display Electronic Forceps Frazier Gauze Glass Glove

Gauze project thumbnail

Object Detection

Gauze

by New Workspace

1

132 images8

SurgToolHemControl_Retryv2Deployment project thumbnail

Object Detection

SurgToolHemControl_Retryv2Deployment

by DS Practicum

1

661 images1 model2

BVM CompressionDressing ITClamp Wound-Packing-Gauze tourniquet

CottonRoll Medical Bandage project thumbnail

Object Detection

CottonRoll Medical Bandage

320 images

White-Cotton-Gauze-roll-bandage

sign-language project thumbnail

Object Detection

sign-language

by signlanguage

2.48k images

tissue 0 1 10 100 1000 1000000 10000000 2 20 200 3 30 300 4 40 400 5 50 500

Gauze project thumbnail

Object Detection

Gauze

490 images1 model4

Pixel-Ai-Project 2 project thumbnail

Object Detection

Pixel-Ai-Project 2

by Bitirmeprojesi

2.81k images8 models

glove mask paper cup abeslang aid cotton wool gauze glasstupe1 glasstupe2 pet_bottle shoe cover syringe syringe_packaging test tube urine bag

My First Project project thumbnail

Object Detection

My First Project

646 images

gauze glove_pair_latex glove_pair_nitrile glove_pair_surgery glove_single_latex glove_single_nitrile glove_single_surgery medical_cap medical_glasses shoe_cover_pair shoe_cover_single test_tube urine_bag

pattern project thumbnail

Object Detection

pattern

979 images

Body Tissue or Organ Gauze Glass equipment-packaging Gloves Mask Metal equipment -packaging Organic wastes Paper equipment-packaging Plastic equipment-packaging Syringe Syringe needles Tweezers

Biomedical Waste Detection project thumbnail

Object Detection

Biomedical Waste Detection

3.8k images

glass glove mask needle paper plastic tube fluid bottle gauze needle cap scrub test tube unused gauze used syringe

design-studio-pbe project thumbnail

Object Detection

design-studio-pbe

155 images

2 macarons on a rock block in front of light orange background 3 boxes in front of dark background accessory bag on a table in front of concrete wall bbox black candle in front of pink background bottle in front of a metal mesh and offwhite background bottle in front of pink feather background bottle next to wooden blocks and dry flower in front of light orange background bottle next to wooden blocks in brown background bottle of cologne standing on the wet sand of the beach surrounded by rocks with blue sky in the background-bottles and boxes on a gray surface bottles in front of metal mesh and light gray background bottles next to transparent spheres in front of light gray background box next to a white rock in front of gauze and light brown background box on a gray background with shadow with black rock box on a rock in front of a light yellow background cream bottle on a rock in front of darker orange background design_agency design_agency_2

Yolov8 project thumbnail

Instance Segmentation

Yolov8

2.74k images1 model2

Fenestrated Bipolar Forceps Gauze Parathyroid Glands Recurrent Laryngeal Nerve Thyroid Gland Trachea

ArSL project thumbnail

ArSL

2.62k images

tissue 0 1 10 100 1000 1000000 10000000 2 20 200 3 30 300 4 40 400 5 50 500

bro roboflow is middd project thumbnail

Object Detection

bro roboflow is middd

11.9k images

bandages gauze syringe

MedToolSeg3 project thumbnail

Instance Segmentation

MedToolSeg3

142 images

scissors forceps gauze

Medical Waste project thumbnail

Object Detection

Medical Waste

672 images1 model6

gauze glove_pair_latex glove_pair_surgery medical_cap medical_glasses test_tube urine_bag

PICC project thumbnail

Object Detection

PICC

5.43k images

(no)cotton-swab Medical-gloves PICC Retainers cotton swab cotton-swab-under gauze tegaderm-film

cnic project thumbnail

Object Detection

cnic

91 images1 model

signature Body Tissue or organ CNIC No Country Date of Birth Date of Birth'Date of expiry Date of issue Father Name Gauze Gender Name Syringe

detect1 project thumbnail

Object Detection

detect1

183 images6

design-agency-2 project thumbnail

Object Detection

design-agency-2

155 images6

drink 2 bottles on a rock next to fruit in front of orange background-2 brown paper boxes in front of light brown background 2 cream bottles in front of blue tiles 2 macarons on a rock block in front of light orange background 3 black bottles next to yellow stairs and dry flower with shadow 3 blue bottles on blue plates next to dry nuts 3 bottles in front of light background with shadows 3 bottles in front of light brown background with shadows-3 bottles in front of light gray background with shadows of a plant-3 boxes in front of dark background 3 perfume bottles on reflective gray surface 4 paper boxes in front of light yellow background 4 potteries on a marble table CPG a white circle against a beige background behind a perfume bottle on a rock-bag on a table in front of concrete wall beige perfume bottle sitting on a rock in front of a white circle with a beige background-bird-s-eye view of a glass perfume bottle surrounded by red flower petals in front of a cream and beige colored background-bird-s-eye view of a golden skincare bottle surrounded by green leaves and blueberries in front of a yellow background

infectious_wastes project thumbnail

Object Detection

infectious_wastes

by IWS

327 images

tube Ampule Army_navy Castroviejo Electronic Forceps Frazier Gauze Glass Gloves Hemostat Iris Mask Mayo_metz Pathological Potts Richardson Scalpel Sharps Syringe

i hate this idc thing project thumbnail

Object Detection

i hate this idc thing

1.87k images

bandages gauze syringe

poc_edge_f500_12 project thumbnail

Object Detection

poc_edge_f500_12

775 images

hand Electric scalpel Myocardial Leads Retractor Sternal retractor Suction Cleaner Thick tube Thin tube Tweezers scissors etc Tweezers, scissors, etc-Unknown suction device gauze muscle retractor

Medical Waste project thumbnail

Object Detection

Medical Waste

by 353

122 images3 models2

gauze swab syringe

noforceps project thumbnail

Object Detection

noforceps

by mohammeda523

153 images

Gauze Hemostat Scalpel

My First Project project thumbnail

Object Detection

My First Project

58 images

Antiseptic Wipe Band-aid Cotton Tips Gauze Gauze pad Ointment Popsicle Stick Tape

add_data 3 project thumbnail

Object Detection

add_data 3

476 images

needle Bloody_Objects blade gauze medical_gloves radioactive_objects scalpel syringe tweezer_metal

Real_Ward_Item_Seg project thumbnail

Instance Segmentation

Real_Ward_Item_Seg

by New Workspace

160 images

ac_remotecontrol bottle_alcohol_spray cotton_swab cotton_swabs_pp disposable_mask gauze gauze_pp paracetamol saline syringe_nipro waterproof_bandages_ppb

SD_AnnotationJob_NoAugment project thumbnail

Object Detection

SD_AnnotationJob_NoAugment

by mohammeda523

547 images

Gauze Hemostat Scalpel

CLIP 4-4 project thumbnail

Semantic Segmentation

CLIP 4-4

by New Workspace

98 images

Endoscopic suction and irrigation system Fenestrated Bipolar Forceps Hem-o-lok clip Hemostatic gauze Liver Maryland Bipolar Forceps NaCl The tip attached ball-type electrocautery system with a small tube for dropping saline solution

ward-med-0703-ty project thumbnail

Instance Segmentation

ward-med-0703-ty

by New Workspace

176 images

cup drink carton mask needle package pillow plastic bottle 0 1 11 12 16 2 20 28 4 5 6 IV pole bandage

HospWAS_C_2 project thumbnail

Object Detection

HospWAS_C_2

by MCL

1.56k images

(BT) Body Tissue or Organ (GE) Glass equipment-packaging 551 (ME) Metal equipment -packaging (OW) Organic wastes (PE) Plastic equipment-packaging (PP) Paper equipment-packaging (SN) Syringe needles Gauze Gloves Mask Syringe Tweezers

IDC Task 2 project thumbnail

Object Detection

IDC Task 2

by IDC

5.27k images1 model

Bandages Gauze antiseptic cream

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