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Related Objects of Interest: speech-bubble , scratch , crack , double_scratch , zigzag , bubble frog , cane toad , chinese edible frog , common green frog , common tree frog
Top Bubble Computer Vision Models
The models below have been fine-tuned for various bubble 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 bubble detection model.
At the bottom of this page, we have guides on how to count bubbles in images and videos.
559 images 47 classes 2 models
Batch number is present and placed correctly Bubble Patterns Container developed by 3rd Party Correct Barcode format Correct details of bottle manufacturer Correct details on the back of the container Counterfeit Darker cap color Darker coloration of packaging Darker print label Deep Blueish coloration of packaging Deep Cap Color Dents Detailed design and ridges of the cap Detailed emboss of Labels Detailed ridges on the grip Fill marking is not reached Genuine Glossy and high quality print label Golden Brown Print Label
63 images 14 classes 2 models
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)
100 images 9 classes 2 models
471 images 4 classes 2 models
66 images 7 classes 1 model
67 images 88 classes 1 model
CD 45 negetive CD 99 negetive CK 20 negativity CK 5/CK6 positivity CK 7 positivity Chlamydial infection Cockleburrs Congo red stain Elastic van Gieson stain Fite acid-fast stain Fouchet’s stain Freezing artefact of the tissue Grunwald Giemsa stained smear Her-2/neu immunostain Large hole in the tissue Masson trichrome stain Methenamine silver stain Mucus secreting endocervical columnar cells NSE positivity Oestrogen Receptor
167 images 44 classes 2 models
50 images 6 classes 2 models
1.3k images 50 classes 1 model
4.5k images 8 classes 1 model
2.2k images 7 classes 1 model
50 images 6 classes 1 model
1.3k images 50 classes 1 model
9.9k images 222 classes 1 model
3-Way Ball Valve 3-Way General Regulating Valve 3-Way General Valve 3-Way Globe Regulating Valve 3-Way Globe Valve 3-Way Plug Valve 4-Way General Valve 4-Way Globe Valve 4-Way Plug Valve 45deg_Tee Air Cooler Alfa Laval Heat Exchanger Alfa Laval Plates Angle General Regulating Valve Angle General Valve Angle Globe Regulating Valve Angle Globe Valve BEU TEMA Baffle 60Deg Baffle 90Deg