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Project Type

Object Detection

Classification

Instance Segmentation

+3

Model Type

RF-DETR

YOLO26

YOLOv11

YOLOv8

YOLO-NAS

+4

Classes

Related Objects of Interest:

person bottle ladder forklift egg

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

# 4. Get your results
print(result)

Top Box Datasets and Models

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

Related Objects of Interest:

person bottle ladder forklift egg

Logistics project thumbnail

Object Detection

Logistics

by Large Benchmark Datasets

41

99.2k images2 models1.55k

barcode car cardboard box fire forklift freight container helmet ladder license plate person qr code road sign safety vest smoke traffic light truck van wood pallet gloves traffic cone

Plastic recyclable detection project thumbnail

Object Detection

Plastic recyclable detection

30

10k images2 models339

HDPE Plastic Multi-layer Plastic PET Bottle Single-Use-Plastic Single-layer Plastic Squeeze-Tube UHT-Box

VOCImgs project thumbnail

Object Detection

VOCImgs

15

2.27k images1 model56

ball bottle grass leaf branch milk-box plastic-bag plastic-garbage

Wastebasket_trash_detecation project thumbnail

Object Detection

Wastebasket_trash_detecation

by Asmaa Rashed Alahmari

10

8.49k images1 model149

bottle can glass people pet trash Bottle Box CAN Can Dustbin LDPE Tempat-sampah Trash-Can bin bottled-drinks canned-drinks fake bag green bag litter-bins

ocean waste project thumbnail

Object Detection

ocean waste

9

9.07k images2 models58

bottle can cardboard drink can drink carton glass metal paper plastic plastic bottle sprite tire 1 2 4 Beverage Cans Bolsa Botella Bottle Bottle cap

Box detection project thumbnail

Object Detection

Box detection

7

3.86k images106

Package and label detection project thumbnail

Object Detection

Package and label detection

by packageandbarcode

6

8.21k images1 model139

backpack bench bicycle box boxes car cardboard handbag label motorbike motorcycle package person refrigerator suitcase truck 0 1 Box Box_broken

Box object detection 2 project thumbnail

Object Detection

Box object detection 2

by University of Heidelberg

6

325 images427

MedicineBoxes_2 project thumbnail

Object Detection

MedicineBoxes_2

by Fernando Vela

5

1.06k images61

Boxes_detection_new2 project thumbnail

Object Detection

Boxes_detection_new2

5

980 images

products couter project thumbnail

Object Detection

products couter

5

9.85k images2 models276

label package 0 Box Box_broken Boxes Open_package Package Parcel good-parcel parcel

New Hold Detections project thumbnail

Object Detection

New Hold Detections

by Rock Climbing

5

52 images1 model4

66 Black Blue Bounding-box Gray Green Orange Pink Purple Red UNKNOWN White Yellow holds

Groceries project thumbnail

Object Detection

Groceries

by IdenTVIntern

5

1.57k images2 models12

fruit vegetable -Apple Asparagus Avocado Banana Beans Blackberries Blueberries Book Broccoli Brussel Sprouts Butter Cabbage Cantaloupe Carrots Cauliflower Cerealbox Cheese

Drug Analysis Service project thumbnail

Object Detection

Drug Analysis Service

by

4

199 images19

dikloron dolorex medicinal ingredients medicine box

Red Box project thumbnail

Object Detection

Red Box

by chalcogen club

4

90 images1 model1

COTA_COCO project thumbnail

Object Detection

COTA_COCO

by Matthew Custer

4

7.68k images2

belt bird boat box chair circle cow cross cup dog egg eye fish flag hand hat head hook knife mouth

debris project thumbnail

Object Detection

debris

4

713 images33

bottle glass metal paper plastic Bag Bottle Cup Can Cup Juice Box Packaging Plastic Bottle Undefined Wood

RapidTally project thumbnail

Instance Segmentation

RapidTally

by RapidTallyPro

4

69 images1 model59

forklift Box Human Pallet

all-elements project thumbnail

Object Detection

all-elements

4

699 images45

Button Check box Checked Radio button Checked box Dropdown box Dropdown expand Icon Radio button Scroll bar Text box

1000ware project thumbnail

Object Detection

1000ware

4

1.28k images52

box cart forklift pallet person Box ForkLift Human crate fire_extinguisher fuse_box klt_bin

box project thumbnail

Instance Segmentation

box

by box

4

7.52k images8

All Classes project thumbnail

Object Detection

All Classes

by YOLOv8 KinetixPro Training

4

6.68k images41

cardboard box cart forklift freight container helmet ladder person road sign safety vest wood pallet bin gloves materials towel traffic cone

big-elements project thumbnail

Object Detection

big-elements

3

640 images4

Button Dropdown box Scroll bar Text box

Barcode Detection project thumbnail

Object Detection

Barcode Detection

3

1.1k images2 models107

barcode box 0 15 QR datamatrix qrcode

Indoor project thumbnail

Object Detection

Indoor

by Universiti Teknologi Malaysia

3

3.28k images66

box cart forklift pallet sign crate fire_extinguisher fuse_box klt_bin

Moving Storage Bins project thumbnail

Object Detection

Moving Storage Bins

by Mohamed Traore

3

32 images4 models18

Carboard Box project thumbnail

Object Detection

Carboard Box

by Carboard Box

3

4.3k images3 models169

box 0 snake-in-cardboard-boxes

Box segmentation project thumbnail

Instance Segmentation

Box segmentation

by box

3

8.42k images1 model41

Box object detection project thumbnail

Object Detection

Box object detection

by University of Heidelberg

3

4.12k images1 model70

factory project thumbnail

Object Detection

factory

3

690 images6

box cart door ladder mask monitor person shelf tray gloves indicator light lathe operation panel

Garbage Clasification project thumbnail

Garbage Clasification

by Garbage Clasification

3

9.46k images2 models34

0 1 10 11 12 13 14 15 16 17 18 19 2 20 21 22 23 24 25 26

big-elements 2 project thumbnail

Object Detection

big-elements 2

3

640 images3

Button Dropdown box Scroll bar Text box

Carton Can Detection project thumbnail

Object Detection

Carton Can Detection

by Meryem Meryem

3

1.43k images1 model47

carton box cracked carton box opened carton box wet carton box

Grocery Product detection project thumbnail

Object Detection

Grocery Product detection

3

10.2k images2 models33

apple banana beef book bread broccoli butter cabbage carrot cauliflower cheese chicken chocolate corn cucumber egg eggplant garlic ginger grape

Boxes on a Conveyer Belt project thumbnail

Object Detection

Boxes on a Conveyer Belt

by Mohamed Traore

3

33 images5 models82

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