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Object Detection

Classification

Instance Segmentation

+3

Model Type

RF-DETR

YOLO26

YOLOv11

YOLOv8

YOLO-NAS

+4

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glass paper bottle metal-s wood-p

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

# 4. Get your results
print(result)

Top Plastic Datasets and Models

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

Related Objects of Interest:

glass paper bottle metal-s wood-p

Outdoor Coffee Table Material project thumbnail

Instance Segmentation

Outdoor Coffee Table Material

by Outdoor Annotation

162 images

Concrete-P Concrete-S Metal-P Metal-S Plastic-P Plastic-S Rattan-P Rattan-S Stone-P Stone-S Wood-P Wood_S

Conference table project thumbnail

Instance Segmentation

Conference table

by HCA

841 images

Glass-P Glass-S Marble-P Marble-S Metal-P Metal-S Plastic-S Wood-P Wood-S

table-detect project thumbnail

Object Detection

table-detect

by Group10TextDetect

96 images7

bench bicycle car cat chair dog door gate motor pedestrian person plastic bottle pole potted plant table electric fan monoblock chair stairs swivel chair

Recycling on table project thumbnail

Object Detection

Recycling on table

93 images1 model

background glass metal paper plastic carboard organic-waste

conference table material project thumbnail

Instance Segmentation

conference table material

by Hotel Common Area

875 images1

Glass-P Marble-P Marble-s Metal-P Metal-S Plastic-S Wood-P Wood-S

Conference table Material project thumbnail

Instance Segmentation

Conference table Material

by HotelCommonArea

878 images

Glass-P Glass-S Marble-P Marble-S Metal-P Metal-S Plastic-S Wood-P Wood-S

Outdoor Coffee Table project thumbnail

Instance Segmentation

Outdoor Coffee Table

786 images1

Concrete-P Concrete-S Metal-P Metal-S Plastic-P Plastic-S Rattan-P Rattan-S Stone-P Stone-S Wood-P Wood_S

Conference Table Material project thumbnail

Instance Segmentation

Conference Table Material

373 images

Glass-P Marble-P Metal-S Plastic-S Wood-P Wood-S

Outdoor End Table project thumbnail

Instance Segmentation

Outdoor End Table

200 images

Concrete-P Metal-P Metal-S Plastic-P Rattan - Wicker-P Rattan-Wicker-S Stone-P Wood-P Wood-S

Outdoor End Table Material project thumbnail

Instance Segmentation

Outdoor End Table Material

by POOL AREA ATTRIBUTE MODELS

390 images1

Concrete-P Metal-P Metal-S Plastic-P Plastic-S Rattan / Wicker-P Rattan-/-Wicker-S Stone-P Wood-P Wood-S

Outdoor Dinning Table Material project thumbnail

Instance Segmentation

Outdoor Dinning Table Material

by POOL AREA ATTRIBUTE MODELS

341 images1

Concrete-P Concrete-S Metal-P Metal-S Plastic-P Plastic-S Rattan-P Rattan-S Stone-P Stone-S Wood-P Wood-S

Outdoor Coffee Table Material project thumbnail

Instance Segmentation

Outdoor Coffee Table Material

by POOL AREA ATTRIBUTE MODELS

259 images1

Concrete-P Concrete-S Metal-P Metal-S Plastic-P Plastic-S Rattan-P Rattan-S Stone-P Stone-S Wood-P Wood_S

Hero project thumbnail

Object Detection

Hero

by TechUnitedHero

4.35k images2 models

apple banana baseball bowl chip couch cup dice fork glass hammer knife lemon mug orange peach pear pineapple plate refrigerator

My First Project project thumbnail

Object Detection

My First Project

50 images

bottle-glass bottle-plastic cup-disposable cup-handle glass-normal glass-wine gym bottle tin can

final dataset project thumbnail

Object Detection

final dataset

19.6k images1 model

Compactor-Trash-Allowed-Unallowed v2 project thumbnail

Object Detection

Compactor-Trash-Allowed-Unallowed v2

by Try classification

7.69k images

glass metal paper plastic stone e-waste medical-waste wooden

Gold Crowded Merged C Release Test project thumbnail

Instance Segmentation

Gold Crowded Merged C Release Test

by SA-Co Gold Dataset

846 images

animal apple backpack bag balloon basket bed beef beer bench bicycle bird blueberry boat bolt book bottle bowl box bridge

yemek project thumbnail

Object Detection

yemek

by li

3.98k images

bike bottle bowl calculator cup food food waste keyboard knife monitor mouse mug paper cup pen person phone plastic straw plate printer scissors

trash-model-3000 project thumbnail

Object Detection

trash-model-3000

by

4.8k images1 model

Bottle Plastic-bag Tin-can

Abandoned Objects project thumbnail

Object Detection

Abandoned Objects

by CVC

1.79k images

backpack bag box can chair duck frog laptop leopard mug notebook pen phone pig plant red trash umbrella 0 1

Test JLP 2 project thumbnail

Object Detection

Test JLP 2

100 images

glass plastic bottle

train_split6 project thumbnail

Object Detection

train_split6

by PaidWorkspace

7.63k images

Barbed-fence Bridge Building Bus Car Chair Concertina-fence Cupboard Door Fire Fire-extinguisher Gate Gun Hand-grenade Hill Jeep Knife Lunch-box Null Person

train_split3 project thumbnail

Object Detection

train_split3

by PaidWorkspace

7.55k images

Barbed-fence Bridge Building Bus Car Chair Concertina-fence Cupboard Door Fire Fire-extinguisher Gate Gun Hand-grenade Hill Jeep Knife Lunch-box Null Person

test11_mini_garbage project thumbnail

Instance Segmentation

test11_mini_garbage

4.05k images1 model

wood Other plastic cup Other plastic wrapper Plastic-bottle Shoe Styrofoam piece

2 project thumbnail

Object Detection

2

by Jrs Workspace

100 images

apple banana bottle bowl box cake camera car chair computer cup fork glass glass bottle gun keyboard lamp laptop monitor mouse

Hybrid project thumbnail

Object Detection

Hybrid

by AugmentedTest

371 images

paper plastic waste oaoer papr plasic plasric plastic\

Gold Crowded Merged A Release Test project thumbnail

Instance Segmentation

Gold Crowded Merged A Release Test

by SA-Co Gold Dataset

846 images

animal apple backpack bag balloon basket bed beef beer bench bicycle bird blueberry boat bolt book bottle bowl box bridge

Compactor-Trash-Allowed-Unallowed project thumbnail

Object Detection

Compactor-Trash-Allowed-Unallowed

by Try classification

7.8k images

glass metal paper plastic stone e-waste medical-waste wooden

RawMaterials(Wood, Glass, Concrete, Plastic, Metal) project thumbnail

Object Detection

RawMaterials(Wood, Glass, Concrete, Plastic, Metal)

by YoloV5 Raw Materials Davit Avetisyan

513 images3

Concrete Glass Metal Plastic Woods

Garbage Classification project thumbnail

Object Detection

Garbage Classification

by projectsssss

1.09k images

cardboard paper plastic biological

bin project thumbnail

Object Detection

bin

by TH

174 images

CAN GLASS BOTTLE HAND PEOPLE PHONE PLASTIC BOTTLE PLASTIC CUP

TEST2 project thumbnail

Object Detection

TEST2

by Nuthanuns Workspace

100 images

bottle cup glass plastic bottle cup or glass objects-7nt2

mv2 additional project thumbnail

Object Detection

mv2 additional

by MV2 additional

451 images2

Biodegradable Cardboard Glass Metal Paper Plastic

m project thumbnail

Object Detection

m

by TH

61 images

bicycle bird cat chicken dog duck rabbit CAN GLASS BOTTLE HAND PEOPLE PHONE PLASTIC BOTTLE TH baby

My First Project project thumbnail

My First Project

8.65k images

battery glass metal paper plastic Unlabeled

V2 DO NOT USE project thumbnail

V2 DO NOT USE

by MysticMoons GreenAI

2.16k images1

1 PET 2 HDPE 20 PAP 21 PAP 22 PAP 4 LDPE 40 FE 41 ALU 70 GL 71 GL 72 GL Compost DNR Glass Metal Waste Paper Plastic

Object Detection project thumbnail

Object Detection

Object Detection

by JMs Object Detection

310 images

Blue mini chair Pink Selecta container Purple tumbler Red selecta Container Yellow Plastic Tumbler

Trash Dataset_fin project thumbnail

Object Detection

Trash Dataset_fin

7.65k images

bottle bowl bus can frisbee glass motorbike person plastic vase 캔 0 1 10 100-11 12 13 14 15

Waste Detection 2.0 project thumbnail

Object Detection

Waste Detection 2.0

2

1.31k images2 models136

paper Bottle Can Carton E-Waste Electric Cable Glass Glass Bottle Metal Organic Waste Phone Case Plastic bag Plastics Spoon Styrofoam Trash Trash- Brush Wooden Waste Yoga Mat

second project thumbnail

Object Detection

second

1.2k images

bottle-glass bottle-plastic cup-disposable cup-handle glass-mug glass-normal glass-wine gym bottle tin can

plastic vs non plastic project thumbnail

Object Detection

plastic vs non plastic

1.51k images

plastic non-plastic undefined

Gold Crowded Merged B Release Test project thumbnail

Instance Segmentation

Gold Crowded Merged B Release Test

by SA-Co Gold Dataset

846 images

animal apple backpack bag balloon basket bed beef beer bench bicycle bird blueberry boat bolt book bottle bowl box bridge

TrashTalk project thumbnail

Object Detection

TrashTalk

by Biodegradable Classification

11.9k images3 models

Carton Electronic Waste Glass Metal Organic Paper Plastic Plastic Container

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