Budget: 12000 UAH Deadline: 9 days
Hello!
Nyckel has a free plan with a limit, as far as I remember, of 1000 calls per month and control over the number of requests per second, so with successful marketing, the limits can be easily hit + Not all photos are suitable for analysis: too dark, without a dog, multiple dogs, very high/low resolution. Nyckel only provides classification, so it is worth adding validation on the front end (file type, size, minimum resolution) and a simple check 'is dog' through a separate tag/confidence threshold, below which a request 'please upload a clearer photo' is shown (as an example).
In Nyckel's classifier, there are 19 English labels such as Bath Needed, Matted Fur, Heavy Grooming, etc. Therefore, it is necessary to create a correspondence table label -> Ukrainian name -> recommended salon service -> price/range.
Confidence thresholds should be taken into account, for example, above 0.8 to show the recommendation as "mandatory", 0.5-0.8 - as "might be worth considering".
If several labels come with a high score, they should be grouped properly (for example, "Full grooming + additional ear cleaning") to avoid showing the client 10 separate items.
I will also work on the recommendation dictionary and translate Nyckel's technical labels into human-friendly, marketing texts in Ukrainian.
I am ready to answer any questions.
Best regards,
Georgiy
Senior Software Developer
