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Object Detection

Classification

Instance Segmentation

+3

Model Type

RF-DETR

YOLO26

YOLOv11

YOLOv8

YOLO-NAS

+4

Classes

Related Objects of Interest:

glass paper plastic battery food waste

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

# 4. Get your results
print(result)

Top Waste Datasets and Models

The datasets below can be used to train fine-tuned models for waste 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 plastic battery food waste

DOH Manual Dataset2 project thumbnail

Object Detection

DOH Manual Dataset2

by New Workspace

3.37k images18

cardboard food waste fruit glass meat metal paper plastic vegetable Syringe Unlabeled face-mask gloves pastry

waste scan project thumbnail

Object Detection

waste scan

by Project by Arai Trash Detector

1.07k images2 models2

glass paper plastic waste anything-else

trash project thumbnail

Object Detection

trash

3.97k images

battery can food waste glass paper plastic bag styrofoam aluminum cap or lid cardboard boxes and cartons plastic container utensils and straw

My First Project project thumbnail

Object Detection

My First Project

2.42k images

hazardous waste kitchen waste other waste recyclable waste

road project thumbnail

Object Detection

road

100 images2 models11

animal bird cone glass waste metal-particles rocks/debris

garbage_11_26_v2 project thumbnail

Object Detection

garbage_11_26_v2

by New Workspace

2.04k images1

betel nut bags cement bags chewing gum cigarette butts construction waste disposable lunch boxes fruit skins mineral water bottles paper towels pop cans waste concrete blocks woven bags

Merge_Project project thumbnail

Object Detection

Merge_Project

24k images

cardboard glass metal paper plastic general waste hazardous waste organic recyclable

Materiais Recicláveis project thumbnail

Materiais Recicláveis

3.03k images1 model

Aluminium Carton Glass Organic Waste Other Plastics PET Plastics Paper and Cardboard Textiles Wood

trash project thumbnail

Object Detection

trash

by

2.74k images

hazardous waste kitchen waste other waste recyclable waste

garbage_detection project thumbnail

Object Detection

garbage_detection

1k images1 model

battery food waste

Waste_project project thumbnail

Object Detection

Waste_project

18.6k images

battery glass metal paper e-waste foam leaves_branches leftover_food light_bulb non_recycle_plastic recycle_plastic vegetables_fruits

My First Project project thumbnail

Object Detection

My First Project

940 images

bicycle human plastic tree waste Protective_Gear clothing_bag granding_tool public_transport recycle_bin solar_panel turbine water_bottle

all-classes-trash-dataset80-3 project thumbnail

Object Detection

all-classes-trash-dataset80-3

110k images

Cardboard Waste Diaper Waste Electronic Waste Fabric Waste Glass Waste Hazardous Waste Medical Waste Metal Waste Paper Waste Plastic Waste Rubber Waste Wood Waste cigarette butt waste dead animals leather waste organic Waste

recyclables project thumbnail

recyclables

9.8k images1 model6

battery cardboard clothes glass metal paper plastic styrofoam trash Aluminium Carton Organic Waste Other Plastics PET_Plastics Textiles Wood plastic_bag shoes

WasteImageDetection project thumbnail

Object Detection

WasteImageDetection

486 images1 model

glass metal plastic food-waste paper/cardboard textiles

main project thumbnail

Object Detection

main

13k images

==============================Biodegradable Hands - v1 2025-08-16 2:41pm hands-and-waste non-biodegradable

waste_segregation project thumbnail

Object Detection

waste_segregation

by nagesh reddy

2.11k images

paper Clothes (Biodegradable)Clothes(Biodegradable)Food (Biodegradable)Glass(Non-Biodegradable but Recyclable)Metal (Non-Biodegradable but Recyclable)Metal(Non-Biodegradable but recyclable)Paper (Biodegradable)Paper(Biodegradable)Plastic (Non-Biodegradable but Recyclable)Plastic(Non-Biodegradable but recyclable)Rubber (Non-Biodegradable but Recyclable)green waste hazard

wasteDetection project thumbnail

Object Detection

wasteDetection

522 images

Car_Type project thumbnail

Object Detection

Car_Type

by [email protected]

6.94k images2

aeroplane airplane apple backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car

assorted waste dataset(final) project thumbnail

Instance Segmentation

assorted waste dataset(final)

1.79k images

dry sanitary waste wet

My First Project project thumbnail

Object Detection

My First Project

1.32k images

metal paper plastic e-waste organic

TrashTalk project thumbnail

Object Detection

TrashTalk

by Biodegradable Classification

11.9k images3 models

Carton Electronic Waste Glass Metal Organic Paper Plastic Plastic Container

trash project thumbnail

Object Detection

trash

1.99k images1 model14

\bio-degradable medical-waste non-bio-degradable

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

Waste Classification project thumbnail

Waste Classification

3

4.37k images

Aluminium Carton E-waste Glass Organic_Waste Paper_and_Cardboard Plastics Textiles Wood

OWR project thumbnail

Object Detection

OWR

8.46k images28

Cans Garbage Glass Obstacle Person Plastic Bag Plastic Bottle Plastic Waste Vehicles

trash project thumbnail

Object Detection

trash

1.93k images

human_tcv_new project thumbnail

Object Detection

human_tcv_new

13.6k images

battery Box Can Clothes Food Fruit and Vegetable Human Paper Plastic Waste Hazardous

Waste Segregation project thumbnail

Object Detection

Waste Segregation

by AK

1.25k images

rubbish project thumbnail

Object Detection

rubbish

507 images1 model

1 2 3 4 careB careH careM careS careT hazardous waste kitchen waste other waste recyclable waste 当心冒顶当心坍塌当心水灾当心火灾当心爆炸

waste detection project thumbnail

Object Detection

waste detection

1.54k images

glass metal paper plastic organic waste

Garbage Detection project thumbnail

Object Detection

Garbage Detection

by SSUAigarbagedataset

9.28k images

object trash Glass Metal Paper Plastic Waste not trash

plastic project thumbnail

Object Detection

plastic

9.31k images

glass metal plastic organic waste paper and cardboard

trash-classification project thumbnail

Object Detection

trash-classification

8.01k images

glass metal paper plastic trash 0 Recycle e-waste organic other

wastes project thumbnail

Object Detection

wastes

by New Workspace

378 images3

Cardboard Electronic waste Glass Kitchen waste Medical waste Metal waste Paper waste Plastic waste Textile waste Trash

7-9-2025 project thumbnail

Object Detection

7-9-2025

33 images

Constructions Waste Drawings Waste objects

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