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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:

bottle chair person pizza book

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Custom

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

# 4. Get your results
print(result)

Top Cake Datasets and Models

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

Related Objects of Interest:

bottle chair person pizza book

Environment project thumbnail

Object Detection

Environment

by Tourismdataset

6.66k images1 model2

aeroplane airplane airport beer boat bottle bus cart chair cloud cross date eggplant fish grass hamburger hot dog house ice cream lamp

yolov3 project thumbnail

Object Detection

yolov3

157 images2

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

full_data project thumbnail

Object Detection

full_data

by New Workspace

5.69k images1 model4

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

pascal voc project thumbnail

Object Detection

pascal voc

by FYP

126 images2

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

coco_person2 project thumbnail

Object Detection

coco_person2

by OceanWorkEmaillll

996 images

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

LBYCPC4 project thumbnail

Object Detection

LBYCPC4

1.38k images

apple backpack banana bench bicycle bird boat book bottle bowl broccoli cake can car carrot cat cell phone chair clock couch

Vasq project thumbnail

Object Detection

Vasq

5k images

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

cell_phone project thumbnail

Object Detection

cell_phone

50 images

apple backpack baseball glove bed bench book bottle bowl bus cake car cat cell phone chair clock couch cow cup dining table fire hydrant

cocoval17 project thumbnail

Object Detection

cocoval17

5k images2

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

Coco Detection project thumbnail

Object Detection

Coco Detection

by COCODetection

2k images4 models

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

yayaya project thumbnail

Object Detection

yayaya

by New Workspace

5k images

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

Banca project thumbnail

Object Detection

Banca

5.81k images

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

Person project thumbnail

Object Detection

Person

1k images1 model3

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

Person v2 project thumbnail

Object Detection

Person v2

9.48k images3

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

coco_part1 project thumbnail

Object Detection

coco_part1

3.02k images1

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

coco128 project thumbnail

Object Detection

coco128

372 images

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

TS project thumbnail

Object Detection

TS

275 images1 model

airplane backpack baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot cat cell phone chair

X project thumbnail

Object Detection

X

5k images3

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

custom project thumbnail

Object Detection

custom

by Clerinte swargarajyam

2.48k images1 model

airplane animal bag ball balloon baseball baseball bat basket basketball bear bed bench bicycle bike biker board boat book bottle bowl

Coco-Projekt project thumbnail

Object Detection

Coco-Projekt

238 images1 model

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

coco-128 project thumbnail

Object Detection

coco-128

by teamroboflow

1

376 images

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

person test project thumbnail

Object Detection

person test

67 images4

airplane backpack baseball bat baseball glove bench bicycle bird book bottle broccoli bus cake car cat cell phone chair clock couch cup dining table

monkey2 project thumbnail

Object Detection

monkey2

41 images

airplane banana baseball bat bed bench bicycle bird book bottle bowl broccoli cake car carrot chair clock couch cup dining table dog

Coco project thumbnail

Object Detection

Coco

1.48k images4

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

Dataset_2 project thumbnail

Object Detection

Dataset_2

600 images

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

Person project thumbnail

Object Detection

Person

1.01k images2

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

person project thumbnail

Object Detection

person

175 images5

airplane apple backpack banana baseball bat baseball glove bench bicycle bird boat book bottle bowl bus cake car carrot cat cell phone chair

coco_small project thumbnail

Object Detection

coco_small

206 images

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

coco2017 project thumbnail

Object Detection

coco2017

7.56k images10

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

coco project thumbnail

Object Detection

coco

4.83k images

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

person detection project thumbnail

Object Detection

person detection

100 images1

airplane backpack banana baseball bat baseball glove bed bench bicycle boat book bottle bowl bus cake car carrot cell phone chair clock couch

COCO-Object-Detection-Project project thumbnail

Object Detection

COCO-Object-Detection-Project

by Jintos Project

1.2k images2 models2

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

coco_person3 project thumbnail

Object Detection

coco_person3

by OceanWorkEmaillll

1.09k images

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

my_COCO2017_train3 project thumbnail

Object Detection

my_COCO2017_train3

by

4.94k images8

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

coco project thumbnail

Object Detection

coco

20k images

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

allver41 project thumbnail

Object Detection

allver41

by New Workspace

3.29k images6

butterfly Apple Ball Banana Bed Bellpepper Book Bottle Box Boy Bread Cabbage Cake Camera Carrot Cat Clock Computer Cookie Cucumber

coco128 project thumbnail

Object Detection

coco128

126 images

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

Dataset Format Conversion project thumbnail

Object Detection

Dataset Format Conversion

by Capstonefinal

5k images1 model1

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

mixed project thumbnail

Instance Segmentation

mixed

206 images

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

assignment 3 project thumbnail

Object Detection

assignment 3

by assignment 3

649 images1 model2

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

1 project thumbnail

1

by Lilpamiks Workspace

107 images1 model

Mixed project thumbnail

Object Detection

Mixed

by Ali Eren Altındağ

2.27k images3

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

argos project thumbnail

Object Detection

argos

9.82k images

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

Kitchen project thumbnail

Object Detection

Kitchen

3.07k images1 model

Apple Banana Bread Broccoli Cabbage Cake Carrot Cheese Coffee Cookie Cucumber Egg Grape Hamburger Juice Milk Mushroom Orange Pancake Peach

kjfnsjrnfks project thumbnail

Object Detection

kjfnsjrnfks

by New Workspace

50 images4

backpack banana baseball bat baseball glove bed bench boat book bottle bowl broccoli cake carrot cat cell phone chair clock couch cup dining table

NaujasSegmentavimas project thumbnail

Instance Segmentation

NaujasSegmentavimas

2k images1 model2

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

DINOv2 Image Search project thumbnail

Object Detection

DINOv2 Image Search

376 images1 model

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

CocoFull(1-40) project thumbnail

Object Detection

CocoFull(1-40)

by Yolov7 Incremental Learning

740 images

aeroplane apple backpack banana bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot cat chair

asd1 project thumbnail

Object Detection

asd1

1.09k images

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

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