Top Unknown Computer Vision Models
The models below have been fine-tuned for various unknown detection tasks. You can try out each model in your browser, or test an edge deployment solution (i.e. to an NVIDIA Jetson). You can use the datasets associated with the models below as a starting point for building your own unknown detection model.
At the bottom of this page, we have guides on how to count unknowns in images and videos.
88 images 6 classes
by university
387 images 23 classes
by university
387 images 47 classes
Acrosiphonia arcta Alcyonidium diaphanum Alcyonium digitatum Algae sp. Asterias rubens Balanidae sp. Balanus balanus Brown algae sp. Brown algae_filamentous sp. Bryozoan sp. Caryophyllia sp. Cerianthus lloydii Crust algae sp. Ctenolabrus rupestris Delesseria sanguinea Dilsea carnosa Echinus esculentus Electra pilosa Fish sp. Flustra foliacea
by ABHIRUP DEB
1000 images 8 classes
by school
2065 images 7 classes
by Rohwer Lab
98 images 27 classes
48 images 7 classes
by TFG Laura
1249 images 18 classes
Anoplopoma fimbria Bathyagonus nigripinnis Bolinopsis infundibulum Buccinidae Chionoecetes tanneri Chionoecetes tanneri (juvenile) Embassichthys bathybius Eptatretus stoutii Hippasterinae Microstomus pacificus Paguroidea Pennatulacea 1 Pennatulacea 2 Poralia rufescens Sebastidae Unknown Asteroidea Unknown fish Unknown shrimp
by OBSEA
1249 images 18 classes
Anoplopoma fimbria Bathyagonus nigripinnis Bolinopsis infundibulum Buccinidae Chionoecetes tanneri Chionoecetes tanneri (juvenile) Embassichthys bathybius Eptatretus stoutii Hippasterinae Microstomus pacificus Paguroidea Pennatulacea 1 Pennatulacea 2 Poralia rufescens Sebastidae Unknown Asteroidea Unknown fish Unknown shrimp
by raja
9604 images 39 classes
cloth fish metal parrot plastic shark wood Acanthuridae -Surgeonfishes- Balistidae -Triggerfishes- Carangidae -Jacks- Labridae -Wrasse- Lutjanidae -Snappers- Pomacentridae -Damselfishes- Scaridae -Parrotfishes- Scombridae -Tunas- Serranidae -Groupers- Shark -Selachimorpha- Zanclidae (Moorish Idol) Zanclidae -Moorish Idol- angel
by ReefOSPanama
615 images 34 classes
Bar Jack Blue Hamlet Blue Parrotfish Blue Tang Blue head -Thalassoma sp-- Brown-Marbled Grouper Caribbean Spiny Lobster Ceasar Grunt Cocoa Damselfish Damselfish Doctorfish Flagfin Angelfish Flat Needlefish Foureye Butterflyfish Gray Angelfish Green Moray Eel Grunt Human Human Hand Juvenile Yellowtail Snapper