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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:

empty reduced signal strength empty-space full signal loss

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Custom

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Custom

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

# 4. Get your results
print(result)

Top Reduced Datasets and Models

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

Related Objects of Interest:

empty reduced signal strength empty-space full signal loss

Out of stock project thumbnail

Object Detection

Out of stock

4

1.14k images14 models84

Empty-Space Reduced

Out of stock 2 project thumbnail

Object Detection

Out of stock 2

3

1.14k images14 models

Empty-Space Full Reduced

12x12 ARL project thumbnail

Instance Segmentation

12x12 ARL

1

104 images

0 1 2 3 Reduced signal strength non-calculable vessel doubling

inventory stockout detection project thumbnail

Object Detection

inventory stockout detection

1

4.43k images1 model

6x6 ARL project thumbnail

Instance Segmentation

6x6 ARL

1

102 images

0 1 2 3 Poor image quality Reduced signal strength Vessel doubling

inventory monitor project thumbnail

Object Detection

inventory monitor

by inventory detection

1

4.45k images9

empty Empty-Space Reduced full reduced

Copy of NPA_SEVERE RELOOK project thumbnail

Instance Segmentation

Copy of NPA_SEVERE RELOOK

1

46 images

0 1 2 Non-clculable Reduced signal strength irma non-calculable non-calculable due to reduced signal strength

Copy of NPA_MOD_RELOOK project thumbnail

Instance Segmentation

Copy of NPA_MOD_RELOOK

1

32 images

0 1 2 4 5 Non-calculable Reduced signal strength irma

TY NPA SEVERE project thumbnail

Instance Segmentation

TY NPA SEVERE

33 images

Reduced signal strength Shadow additon Signal loss non-perfusion shadow

basic9_empty_reduced project thumbnail

Object Detection

basic9_empty_reduced

by Cedars Sinai Capstone

712 images1

Sign-Inventory project thumbnail

Instance Segmentation

Sign-Inventory

by Sign Inventory

673 images8 models23

bolt building car fence fire hydrant garbage grass hole house no parking person pole road rock sidewalk snow speed limit stop sign tower trailer

TY NPA MOD project thumbnail

Instance Segmentation

TY NPA MOD

31 images

0 1 Blink Reduced signal strength Shadow Signal loss done C non-perfusion

TY NPA PDR project thumbnail

Instance Segmentation

TY NPA PDR

34 images

Blink artifact Motion Reduced signal strength Shadow artifact Signal loss

Overjet project thumbnail

Object Detection

Overjet

214 images1 model

Increased Overjet Normal Overjet Reduced Overjet

yolo project thumbnail

yolo

3.32k images

AD_ga AD_ga Coca_cola_500 Coca_cola_zero_degree NongFu spring_Drink water_550ml AD_ga Coca_cola_500 Coca_cola_zero_degree Tea_PI_ross AD_ga Coca_cola_500 NongFu spring_Drink water_550ml AD_ga Coca_cola_zero_degree AD_ga Coca_cola_zero_degree NongFu spring_Drink water_550ml AD_ga Coca_cola_zero_degree RIO_blue AD_ga Fanta_500 AD_ga Fanta_500 Pepsi_600 AD_ga RIO_blue AD_ga RIO_pink_275 AD_ga Tea_PI_ross Alkaqua_mineral water_570ml Alkaqua_mineral water_570ml Assam milk tea_Fried tea milky green_450ml C100_Calamansi_445ml Evergrande spring_Low sodium mineral water_500ml Ganter_Drink water_560ml Ganter_Natural mineral water_348ml Alkaqua_mineral water_570ml Assam milk tea_Fried tea milky green_450ml Cestbon_Drink water_555ml En snow_White peach soda_480ml Evergrande spring_Low sodium mineral water_500ml Ganter_Natural mineral water_348ml NongFu spring_Drink water_550ml Oriental leaf_oolong_500ml Alkaqua_mineral water_570ml Assam milk tea_Original flavor_500ml C100_Calamansi_445ml Evergrande spring_Low sodium mineral water_500ml Ganter_Drink water_560ml Master kong_Mist green tea_500ml Pepsi cola_White peach oolong flavor_330ml Pepsi_Aquafina_550ml Silver heron_Peanut milk_450ml Wahaha_Pure water_596ml Alkaqua_mineral water_570ml Assam milk tea_Original flavor_500ml C100_Calamansi_445ml Ganter_Drink water_560ml Ganter_Natural mineral water_348ml Genki forest_Pomegrante red raspberry flavor_480ml NongFu Spring_Long white snow_535ml Alkaqua_mineral water_570ml Assam milk tea_Original flavor_500ml En snow_White peach soda_480ml Evergrande spring_Low sodium mineral water_500ml Mirinda juice bubble drink_Apple flavor_450ml Mizone_Blood grapefruit orange flavor_600ml Alkaqua_mineral water_570ml C100_Calamansi_445ml Chunyue_Drink water_550ml Classmate xiaoming_Lime black tea_480ml Genki forest_Pomegrante red raspberry flavor_480ml Mizone_Blood grapefruit orange flavor_600ml Soda_Peach flavor_410ml Alkaqua_mineral water_570ml C100_Calamansi_445ml Classmate xiaoming_Lime black tea_480ml Ganter_Drink water_560ml NongFu Spring_Long white snow_535ml Pepsi_Aquafina_550ml

Final Data(HTD) project thumbnail

Object Detection

Final Data(HTD)

by Garudalytics

72 images

body circle clock close date empty gun line mobile name object short table tank text window -100 20 256

Text Finder project thumbnail

Object Detection

Text Finder

by RTLTextDetectie

960 images2

airport back bike book building can car card close coffee coin danger door drink equipment fresh good house human line

basic_empty_reduced project thumbnail

Object Detection

basic_empty_reduced

by Cedars Sinai Capstone

107 images

Iron Powder State detection project thumbnail

Instance Segmentation

Iron Powder State detection

by Particle detection

46 images1 model4

Combusted Defluized Drop_tube Reduced Virgin

AAP_YOLO project thumbnail

Object Detection

AAP_YOLO

222 images1 model

product Reduced

supermarket shelf project thumbnail

Object Detection

supermarket shelf

200 images

Empty-Space Reduced

COPY OF TY NPA SEVERE project thumbnail

Instance Segmentation

COPY OF TY NPA SEVERE

43 images

Blink artifact Reduced signal strength Shadow Signal loss

dataset waste project thumbnail

dataset waste

by augmentation and labelling

3.68k images

clothes glass metal paper pet wood HDPE LDPE PP PVC even ewaste more ps reduce reduced

12x12 Structural project thumbnail

Instance Segmentation

12x12 Structural

by Smaller structural

85 images

Blink artifact Reduced signal strength Shadow artifact

basic9_universe project thumbnail

Object Detection

basic9_universe

by Cedars Sinai Capstone

1.82k images

Pipe elements project thumbnail

Object Detection

Pipe elements

by New Workspace

30 images

Ball Vavle Butterfly Valve Conical Reducer Elbow Pipe-elements Reduced Tee Tee

Tray Stock Condition Classifier project thumbnail

Tray Stock Condition Classifier

by adils Workspace

60 images

empty full reduced

Tarkov Inventory Icons project thumbnail

Object Detection

Tarkov Inventory Icons

by Tarkov Vision

4.77k images1 model

screwdriver wrench 1001 1013 1091 1094 1095 1097 1110 1133 1134 1137 1140 1141 1156 1163 1167 1172 1184 1185

OverjetDetection project thumbnail

Object Detection

OverjetDetection

240 images1 model

Increased Overjet Normal Overjet Reduced Overjet teeth

basic3_empty_reduced project thumbnail

Object Detection

basic3_empty_reduced

by Cedars Sinai Capstone

257 images

basic9(universe+basic) project thumbnail

Object Detection

basic9(universe+basic)

by Cedars Sinai Capstone

2.39k images

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