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Top Plastic Straw Datasets and Models

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

At the bottom of this page, we have guides on how to train a model using the plastic straw datasets below.

2.3k images 18 classes

bottle box can coconut fish glass mask plastic shoe spoon UHT_milk bottle_cap foam glass_cap hanger plastic_bowl plastic_box straw

Object Detection Model yolov8 yolov8s snap

WASTE VISION

Directed Studies

375 images 29 classes 2 models

can cardboard food glass glass bottle metal paper paper bag paper cup paper straw plastic plastic bag plastic bottle plastic cup plastic straw baber cup biodegradable liquid napkin paper bowl

Object Detection

Litter2

LitterPicker

273 images 13 classes

Cardboard Cigarette Clear Plastic Drinks Can Glass Bottle Metal Paper Plastic Plastic Bottle Plastic Lid Plastic Wrapper Polystyrene Straw

Object Detection Model yolonas yolonas-s snap

yolov8-trash-detections

TACO

4.7k images 12 classes 2 models

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

Object Detection

garbage

Tan

158 images 7 classes

bottle box mask paper plastic packgage straw

Object Detection

Collected-20231001-J

Yoobee Colleges

115 images 3 classes

plastic bag plastic bottle straw

Object Detection Model snap yolonas-s yolonas

Waste-detection-Inference

SolidwastedetectioninferencesRUG

4.2k images 61 classes 3 models

Object Detection

Waste Management

Yolov5

2k images 15 classes

can glass plastic plastic cup stick styrofoam tissue crampled paper diaper junkfood wrapper leaves napkin newspaper plastic bottles straw

Object Detection

TRASH1

LIKUN QIAN

618 images 25 classes

can cigarette face fruit glass bottle mask paper paper bag paper cup plastic bag plastic bottle plate rubbish bottle cap car number coat hanger envelope gloves lipstick paper box

Object Detection

Collected-20231001-K

Yoobee Colleges

128 images 3 classes

plastic bag plastic bottle straw

Object Detection Model

TrashDetection1141

yoloMultibleClassesThree

993 images 8 classes 1 model

bottle can carton cigarette cup paper plastic straw

Object Detection

Litter from Dataset

Yoobee Colleges

1.1k images 3 classes

plastic bag plastic bottle straw

Object Detection

Waste Detection_v1

Illanius

3.3k images 45 classes

cardboard glass metal object paper plastic trash 0 1 10 11 12 13 14 15 16 17 18 2 3

Object Detection Model snap

trash_detect

trashdetect

5.7k images 28 classes 1 model

bottle can cardboard carton cup glass glass bottle metal paper plastic plastic bag plastic bottle plastic straw trash aluminum egg shell facemask food wrapper fruit peels left-over food

Object Detection Model snap

combined-litter-dataset

MasterThesisCharisis

4.3k images 61 classes 1 model

Object Detection

Plastic Waste Management

Yolov5

2.2k images 6 classes

plastic bag plastic bottle plastic cup plastic straw plastic utensil plastic container

Object Detection

Waste Segregation

Yolov5

5.6k images 14 classes

can glass bottle plastic bottle plastic cup stick styrofoam tissue CARDBOARD Leaves crumpled paper diaper junk food wrapper napkin straw

Object Detection Model

vision assistance

cedric cheron

4k images 15 classes 1 model

can glass bottle plastic plastic bottle spoon styrofoam Glass_Bottles cups foork plastic bags plastic bottles plastic cups sachet sandals straw

Object Detection

capstone_plastic_waste

Trash Scanner

59 images 8 classes

plastic bag plastic bottle plastic cup plastic straw bottlecap food wrapper plastic cutlery types

Object Detection

Plastic Waste Management

Yi Jie

2.2k images 6 classes

plastic bag plastic bottle plastic cup plastic straw plastic utensil plastic container

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