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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:

book umbrella bird car dog

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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:

book umbrella bird car dog

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

object detection with yolov8 project thumbnail

Object Detection

object detection with yolov8

712 images1 model6

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

Food on the table with People project thumbnail

Object Detection

Food on the table with People

by aivleroboflow

35 images1

bread cake coffee donut egg fruit juice meat noodle pasta person pizza salad sausage water fried egg fried potato hotdog orange juice pancake

Gold Crowded Merged C Release Test project thumbnail

Instance Segmentation

Gold Crowded Merged C Release Test

by SA-Co Gold Dataset

846 images

animal apple backpack bag balloon basket bed beef beer bench bicycle bird blueberry boat bolt book bottle bowl box bridge

Gold Crowded Merged A Release Test project thumbnail

Instance Segmentation

Gold Crowded Merged A Release Test

by SA-Co Gold Dataset

846 images

animal apple backpack bag balloon basket bed beef beer bench bicycle bird blueberry boat bolt book bottle bowl box bridge

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

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

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

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

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

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

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

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

Instagram Dataset project thumbnail

Object Detection

Instagram Dataset

by [email protected]

2.54k images

airplane animal bag bicycle book bus cake camera car coffee dress drink flower food fruit guitar mask mirror notebook pen

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

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

5k images1

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

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

cat dataset project thumbnail

Instance Segmentation

cat dataset

2.08k 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

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

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

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

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

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

Cat or Cake or Human project thumbnail

Object Detection

Cat or Cake or Human

90 images1 model

0 Cake Cats Human

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

data label project thumbnail

Object Detection

data label

by cocojson to yolov10txt

5k 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

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

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

Phone project thumbnail

Object Detection

Phone

4.45k images26

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

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

myproject3 project thumbnail

Object Detection

myproject3

5k images1

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

Object detection project thumbnail

Object Detection

Object detection

1

2.86k images1 model36

apple background bag banana basket bear bed beef bench bike bird board boat book bottle box bread building bus cake

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

AI Jaaaaa project thumbnail

Object Detection

AI Jaaaaa

by AI

30 images1 model

bag bird book cake camera candy cat cup hat lamp person shirt shoe water bottle AI Cartoon Coffee Cosmetics Dog Food

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

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

myproject4 project thumbnail

Object Detection

myproject4

9k images1

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 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

Frigate Homoe Model project thumbnail

Object Detection

Frigate Homoe Model

by Jons Workspace

3.08k images

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

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_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

Coco128(combine) project thumbnail

Object Detection

Coco128(combine)

by Yolov7 Incremental Learning

98 images

airplane backpack banana bear bench bicycle bird boat book bottle bowl broccoli bus cake car cat chair clock cup dog

test project thumbnail

Instance Segmentation

test

5k images1 model2

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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