Top Shell Computer Vision Models
The models below have been fine-tuned for various shell 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 shell detection model.
At the bottom of this page, we have guides on how to count shells in images and videos.
41270 images 139 classes
99-APPLE-100ML 99-APPLE-50ML 99-BANANAS-100ML 99-BANANAS-50ML 99-PEACH-50ML 99-PEACHES-100ML BIRD-DOG-APPLE-750ML BIRD-DOG-BLACKCHERRY-750ML BIRD-DOG-SALTED-CARAMEL-WHISKEY-750ML BIRD-DOG-STRAWBERRY-750ML Barg'sBlack-20Oz Barg-sBlack-20Oz Bueno-shareSize Cheetos-Crunchy Cheetos-Crunchy-Flamin-Hot Cheetos-Flamin-Hot-Puffs Cheetos-Puffs Cheetos-Puffs-White-Cheddar Cheetos-crunchy-Flamin-Hot-Limon Cheetos-crunchy-XXTRA-Flamin-Hot
by Tags
53 images 81 classes
by pests data
9595 images 102 classes
Adristyrannus Aleurocanthus-spiniferus Ampelophaga Aphis-citricola-Vander-Goot Apolygus lucorum Bactrocera-tsuneonis Beet spot flies Brevipoalpus lewisi McGregor Ceroplastes-rubens Chlumetia-transversa Chrysomphalus-aonidum Cicadella viridis Cicadellidae Colomerus vitis Dacus-dorsalis(Hendel) Dasineura-sp Deporaus-marginatus-Pascoe Erythroneura-apicalis Icerya-purchasi-Maskell Lawana-imitata-Melichar
2058 images 6 classes
1138 images 17 classes
1595 images 5 classes
by Major
332 images 64 classes
by Esher Art
258 images 258 classes
E101-MC-Escher-No-101-Lizards-1956 E104-MC-Escher-No-104-Lizard-1959 E105-MC-Escher-No-105-Pegasus-1959 E107-MC-Escher-No-107-Fish-1960 E109-MC-Escher-No-109-Creeping-Creature-1961 E11-MC-Escher-No-11-Sea-Horse-1937-1938 E110-MC-Escher-No-110-BirdFish-1961 E124-MC-Escher-No-124-Lizard-1965 E126-MC-Escher-No-126-FishBird-1967 E15-MC-Escher-No-15-Lizard-1937 E17-MC-Escher-No-17-Eagle-1938 E18-MC-Escher-No-18-Two-Birds-1938 E20-MC-Escher-No-20-Fish-1938 E21-MC-Escher-No-21-IMP-1938 E22-MC-Escher-No-22-BirdFish-1938 E25-MC-Escher-No-25-Lizard-1939 E28-MC-Escher-No-28-Three-Birds-1938 E34-MC-Escher-No-34-BirdFish-1941 E34B-MC-Escher-No-34B-BirdFish-1941 E38-MC-Escher-No-38-Dragonfly-1941
63 images 14 classes
arts and sciences ( music) exoticism and vanity (shell) fertility and wisdom (fruit) fragility (glass) human curiosity ( book) human soul (lamp) inevitability of death (skull) limitation and passing of time (hourglass) limitation, passing of time (watch) sensuality and vanity (flower) transience and death (bubble) transience of life (candle) transition to heaven (globe) wealth, luxuries of life (coins)
by Logos
315 images 7 classes
1136 images 489 classes
814 images 6 classes
by Nethmini
394 images 11 classes