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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:

dog bird boat car cat

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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:

dog bird boat car cat

cherry detection 2 project thumbnail

Object Detection

cherry detection 2

by guillaume BETHUNE

487 images1 model10

cherry brown_cake pink_cake yellow cake yellow_cake

CFR-Cakes-Cherry project thumbnail

Object Detection

CFR-Cakes-Cherry

by CFR

124 images1 model2

cake no cherry cake with cherry

final project thumbnail

Object Detection

final

by FPT University

1

4.1k images3

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

coco1 project thumbnail

Object Detection

coco1

1.86k images

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

1 project thumbnail

1

by Lilpamiks Workspace

107 images1 model

COCO Dataset project thumbnail

Object Detection

COCO Dataset

5k images3

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

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

blindhelp project thumbnail

Instance Segmentation

blindhelp

126 images

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

coco_filtered project thumbnail

Object Detection

coco_filtered

by Hania raslan

5.73k images1

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

detr_coco_1 project thumbnail

Object Detection

detr_coco_1

1.2k images1 model

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

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

surucuasistanimm project thumbnail

Object Detection

surucuasistanimm

by sürücü asistani

14.2k images3

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

od project thumbnail

Object Detection

od

1.65k images

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

my_COCO2017_val project thumbnail

Object Detection

my_COCO2017_val

by

3.92k images9

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

base + custom FSOD project thumbnail

Object Detection

base + custom FSOD

by od

423 images

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

coco_clone project thumbnail

Object Detection

coco_clone

372 images

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

Cake or Fake project thumbnail

Cake or Fake

209 images1 model2

yolov3_object_detection project thumbnail

Object Detection

yolov3_object_detection

by gaziantep university

1.16k images1 model11

Airplane Apple Backpack Banana Baseball-bat Baseball-glove Bear Bed Bench Bicycle Bird Boat Book Bottle Bowl Broccoli Bus Cake Car Carrot

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-Thesis project thumbnail

Object Detection

COCO-Thesis

9.02k images

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

test-data project thumbnail

Object Detection

test-data

2.35k images

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

coco_seg project thumbnail

Instance Segmentation

coco_seg

by Hypersoft Inc

4.95k images

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

myproject2 project thumbnail

Object Detection

myproject2

9k images1

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

Test project thumbnail

Object Detection

Test

5k images

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

obj-thesis project thumbnail

Object Detection

obj-thesis

300 images

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

crossbreed2 project thumbnail

Object Detection

crossbreed2

by FYP

148 images1

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

VehDetProj project thumbnail

Object Detection

VehDetProj

by [email protected]

3.49k images1

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

Instance Segmentation

coco

5.1k images

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

Convert COCO JSON to YOLOv8 project thumbnail

Object Detection

Convert COCO JSON to YOLOv8

1.2k images

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

My First Project project thumbnail

Instance Segmentation

My First Project

126 images

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

myproject7 project thumbnail

Object Detection

myproject7

9k images

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

128 images

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

by Enrico Corradini

810 images

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

coco_mini project thumbnail

Object Detection

coco_mini

by xyz

5.4k images

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

Seg project thumbnail

Instance Segmentation

Seg

5k images1 model3

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

My Project project thumbnail

Object Detection

My Project

by Felix Yustian Setiono

312 images

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

dog cake rose project thumbnail

Object Detection

dog cake rose

60 images1 model

my project project thumbnail

Object Detection

my project

by New Workspace

501 images1

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

zzzzzzzzf project thumbnail

Object Detection

zzzzzzzzf

2.81k images

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

Sinfonia Datasets project thumbnail

Object Detection

Sinfonia Datasets

by Dataset Verification

10k images1

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

yolo_detect_mini project thumbnail

Object Detection

yolo_detect_mini

3k images1 model

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

by Dev

126 images

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

Objects project thumbnail

Object Detection

Objects

5k images4

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

132 images1 model

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

pperson project thumbnail

Object Detection

pperson

128 images1 model5

aircraft bear bed bike bird boat bridge cake car cat clock coffee crocodile cup dog door flower food giraffe horse

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

Deep_learning project thumbnail

Object Detection

Deep_learning

1.35k images

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

Car project thumbnail

Object Detection

Car

by qin

177 images

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

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