Image categorization demo
Upload an image and promptly get a fine-grained category suggestion. More than 850 fine-grained hierarchically organised categories that respond to miscellaneous categories* in classifieds with second-hand items. API has an ultra-fast response (<100ms) and results are optimised to minimise the number of clicks needed to find the best category for ad posting.
* Version of API available here doesn't cover categories like general real-estate scenes, car and trucks models, animals, general scenery and people.
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Several examples of real-world image categorization are shown in the following gallery. Below every image, there are one, two or three results of hierarchical categorization. The more confident the model is, the fewer results will be shown. Sometimes, model rollbacks up in the hierarchy tree if it is not highly confident in the fine-grained category (e.g. ‘Huawei Cell Phones’ if it is hard to recognize the exact model).
Machines and tools
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Agricultural machinery and tools
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Equipment: soil treatment
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Equipment and tools for soil treatment
Machines and tools
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Agricultural machinery and tools
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Equipment: soil treatment
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Machines and fittings: soil treatment
Sports equipment
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Bicycles and cycling equipment
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Parts for bicycles
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Brakes for bicycles
Cell Phone
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Samsung Mobile Phone
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Samsung Galaxy Note
Cell Phone
↓
Samsung Mobile Phone
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Samsung Galaxy Alpha
Cell Phone
↓
Samsung Mobile Phone
↓
Samsung Galaxy S5
Everything for home
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Lighting
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Chandelier
Cell Phone
↓
Huawei Cell Phones
Cell Phone
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Samsung Mobile Phone
↓
Samsung Galaxy S5
Cell Phone
↓
Samsung Mobile Phone
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Samsung Galaxy Note
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Samsung Galaxy Note 3
IT equipment
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Games and Game Consoles
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Sony PlayStation
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PlayStation 3 console
Cell Phone
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Samsung Mobile Phone
↓
Samsung equipment
Everything for home
↓
Household Appliances - Devices
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Domestic appliances
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Kitchen hood
Everything for home
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Furniture
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Kitchen furniture
Everything for home
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Furniture
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Bathroom furniture
Image source: https://www.njuskalo.hr/