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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:

chair bed person bottle car

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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:

chair bed person bottle car

My First Project project thumbnail

Object Detection

My First Project

by New Workspace

50 images

bed bench bicycle boat book bottle bowl bus cake car cat cell phone chair clock couch cup dining table dog keyboard knife

coco_2017 project thumbnail

Object Detection

coco_2017

by SeungwookJeon

5.52k images9

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

base_detection project thumbnail

Object Detection

base_detection

4.17k images

apple backpack banana bed bird book bottle bowl broccoli cake calculator car cat chair clock coin couch cup dog fork

project3 project thumbnail

Object Detection

project3

97 images

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

My First Project project thumbnail

Object Detection

My First Project

by Lions Workspace

563 images

apple banana broccoli carrot kiwi orange papaya potato tomato A-Kuan Baked goods Beer Bottle Bowl Breeze Building Cake Chair Chopsticks Clothing

COCO Dataset project thumbnail

Object Detection

COCO Dataset

160

123k images35 models5.37k

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

KitchenLVIS project thumbnail

Object Detection

KitchenLVIS

by LVARobotVision

1

285 images16

ambulance apple avocado ball balloon banana baseball basketball battery bear bed belt bench bird blueberry bolt book boot bottle bowl

Object_detection project thumbnail

Object Detection

Object_detection

1

5.88k images2 models18

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

COCO 128 project thumbnail

Object Detection

COCO 128

by Team Roboflow

6

372 images1.34k

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

coco project thumbnail

Object Detection

coco

123k images

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

Ego4D project thumbnail

Instance Segmentation

Ego4D

by SA-Co Silver Dataset

984 images

bag ball banana basket bed bell pepper bicycle board bolt book bottle bowl box building button cabinet camera car card cardboard

SA-V project thumbnail

Instance Segmentation

SA-V

by SA-Co Silver Dataset

1k images

animal aquarium arrow background backpack bag ball balloon basket basketball bed bee belt bench bird blue cone board bottle bowl box

YT-Temporal-1B project thumbnail

Instance Segmentation

YT-Temporal-1B

by SA-Co Silver Dataset

452 images

arrow ball bed bicycle block boat book box building cable can cap car card cardboard box cat cell phone chair chicken cloud

SA-V: Test project thumbnail

Instance Segmentation

SA-V: Test

by SA-Co VEVal Dataset

15.2k images

ball bed bicycle book button can car cell phone chair computer door face foot glass hand head lamp mask nose pedestrian crossing

Gold Metaclip Merged B Release Test project thumbnail

Instance Segmentation

Gold Metaclip Merged B Release Test

by SA-Co Gold Dataset

606 images

avocado bag ball bed board body bottle bowl box broccoli building butterfly button cabinet cable cake camera candy cap car

Gold Crowded Merged B Release Test project thumbnail

Instance Segmentation

Gold Crowded Merged B 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 Metaclip Merged A Release Test project thumbnail

Instance Segmentation

Gold Metaclip Merged A Release Test

by SA-Co Gold Dataset

606 images

airplane avocado bag ball bed belt body bottle bowl box broccoli building butterfly button cabinet cable cake camera candy cap

Gold Metaclip Merged C Release Test project thumbnail

Instance Segmentation

Gold Metaclip Merged C Release Test

by SA-Co Gold Dataset

606 images

avocado bag ball bed belt board body bottle bowl box broccoli building butterfly button cabinet cable cake camera candy cap

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