Related Objects of Interest: fish , dead coral , rock , healthy coral , boat , coral reef , human , starfish , bleached-corals , healthy-corals

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Top Coral Datasets and Models

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

At the bottom of this page, we have guides on how to train a model using the coral datasets below.

Object Detection

2

985 images

Band disease Bleached disease Dead Coral Healthy Coral White Pox Disease

Object Detection Model

2

Classification of Corals

1286 images2 models

Bleached Coral Dead Coral Dew Healthy Coral

Object Detection Model

1

2741 images1 model

Acropora Dead Coral Dead Coral Algae Fleshly Seaweed Non-Acropora Rock Rubble Sand Seagrass Dominant Silt Soft Coral Sponge

Object Detection Model snap

1

1638 images1 model

boat dolphin fish human jellyfish penguin rock shark starfish stingray Sea turtle coral reef octopus planewreck shipwreck

Instance Segmentation

1

Underwater Detection

2601 images

Anode Boat Coral Corner Debris Decapods Dolphin Dugong Eel Fish Fishs Flange Human Jellyfish Manta Octopus Penguin Pipe Plant Robot

Object Detection Model snap

1

FRCReefscape2025GamePieces

4264 images2 models

Reef algae coral

Object Detection

1

UnderWater Object Detection

PrasadMLEnthusiast

2916 images

Acropora Dead Coral Dead Coral Algae Fish Fleshly Seaweed Non-Acropora Rock Rubble Sand Seagrass Dominant Seaweed Silt Soft Coral Sponge Starfish

Object Detection Model yolov8 yolov8m snap yolov11 yolov11m

1

1753 images5 models

Algae Blue-Robot Coral Red-Robot

Instance Segmentation

0

2734 images

Object Detection Model snap

Underwater_Project 2

798 images1 model

Coral Reef Crab Fish Group Human Jelly fish Large Fish Small fish / Shrimp Trash

Object Detection

384 images

bigeye fourfinger threadfin golden threadfin bream grey mullet leopard coral trout pomfret tuna

Object Detection

238 images

bigeye fourfinger threadfin golden threadfin bream grey mullet leopard coral trout pomfret

Object Detection

308 images

bigeye fourfinger threadfin golden threadfin bream grey mullet leopard coral trout moontail grouper pomfret tuna

Object Detection

Coral-sol-tipo2

292 images

Coral-sol crustáceo mergulhador pedra peixe

Object Detection Model

36 images1 model

fish Coral Machine Rock

Object Detection

design-agency-2

155 images

drink 2 bottles on a rock next to fruit in front of orange background-2 brown paper boxes in front of light brown background 2 cream bottles in front of blue tiles 2 macarons on a rock block in front of light orange background 3 black bottles next to yellow stairs and dry flower with shadow 3 blue bottles on blue plates next to dry nuts 3 bottles in front of light background with shadows 3 bottles in front of light brown background with shadows-3 bottles in front of light gray background with shadows of a plant-3 boxes in front of dark background 3 perfume bottles on reflective gray surface 4 paper boxes in front of light yellow background 4 potteries on a marble table CPG a white circle against a beige background behind a perfume bottle on a rock-bag on a table in front of concrete wall beige perfume bottle sitting on a rock in front of a white circle with a beige background-bird-s-eye view of a glass perfume bottle surrounded by red flower petals in front of a cream and beige colored background-bird-s-eye view of a golden skincare bottle surrounded by green leaves and blueberries in front of a yellow background

Object Detection Model

Scuba Diving World

Computer Project

6167 images1 model

turtle CommonClownfish Dolphin coral-sponge

Semantic Segmentation Model

699 images1 model

Ammonite Animal Fossil Belemnite Coral Crinoid Plant Fossil Trilobite

Object Detection

40 images

Object Detection

Coral Detection-CI

395 images

Coral Coral_A Coral_B Coral_C Coral_D Ref coral coral_A coral_B coral_C coral_D ref

Object Detection Model

blind-denoising

SCUNetdatatestsets

106 images1 model

aeroplane building camel cow dog elephant fish giraffe stone train water zebra Ada Bars Bear Bird Birds Eye Boat Boy Bridge

Object Detection

Salad_detection

57 images

Frillice Green Oak Green coral Red Oak

Object Detection

3450 images

Batavia -Not Ready to Harvest-Batavia -Ready to Harvest-Butterhead -Not Ready to Harvest-Butterhead -Ready to Harvest-Dark Green Oakleaf - Not Ready to Harvest-Dark Green Oakleaf -Ready to Harvest-Green Carol - Not Ready to Harvest-Light Green Oakleaf -Not Ready to Harvest-Light Green Oakleaf -Ready to Harvest-Purple Oakleaf -Not Ready to Harvest-Purple Oakleaf -Ready to Harvest-Red Coral -Not Ready to Harvest-Red Coral -Ready to Harvest-Romaine -Not Ready to Harvest-Romaine -Ready to Harvest-

Object Detection

coral bleaching

28 images

Object Detection

992 images

Ammonite Animal Fossil Belemnite Coral Crinoid Plant Fossil Trilobite

Object Detection

1636 images

Object Detection

4102 images

can PlasticContainers bio coral plastic_bag

Instance Segmentation

coral_reef_detection

mithila abeysinghe

83 images

Alcyonacea Coral Bobble Coral Branched Finger Coral Fox Coral Great Star Coral Grooved Brain Coral Lettuce Leaf Coral Saddle Carpet Anemone Staghorn Coral

Object Detection

985 images

Band disease Bleached disease Dead Coral Healthy Coral White Pox Disease

Object Detection

Yolo detection project

Image Peoccessing project

188 images

airplane apple bag ball banana baseball bat bear bed bike bird boat book bottle box bread bridge bus cake camera candle

Object Detection Model

318 images1 model

crab fish jellyfish rock snake starfish turtle coral diver gold fish lobster octopus oyesters seal snail squid

Object Detection

Coral Detection ver 2

Coral Detection

4597 images

Object Detection Model snap

Disemininasi Kesehatan Karang

142 images1 model

Bleached-Corals Coral-Bleach Coral-Health Healthy-Corals

Object Detection Model snap

diseminasi karang

142 images1 model

Bleached-Corals Healthy-Corals coral-health

Object Detection Model snap

desiminasi kesehatan karang

universitas jendral soedirman

140 images1 model

Bleached-Corals Healthy-Corals coral bleach healthy coral

Object Detection Model snap

University of Hawaii Hilo MEGA Lab

490 images2 models

Coral Predation Tissue Loss

Object Detection Model snap yolov5

System Thinking

1067 images3 models

PICHI POO \coral jasmine

Object Detection Model snap

diseminasi kesehatan karang

50 images1 model

Bleached-Corals Healthy-Corals coral-health

Object Detection Model snap

Underwater_Project

798 images1 model

Coral Reef Crab Fish Group Human Jelly fish Large Fish Small fish / Shrimp Trash

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