D
DERMACARE
Your skin deserves care...DERMACARE
Created on 23rd January 2022
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D
DERMACARE
Your skin deserves care...DERMACARE
The problem DERMACARE solves
DermaCare is a one-stop solution here for you to understand your skin type, whether oily or dry, and based on that provide you more information about what skin diseases it could be prone to.
Challenges we ran into
- Integration of TensorFlow in our project's android version. Was overcome by changing to the older TensorFlow version which was supported by Android.
- Dataset covers only extreme situations, which can lead to certain inaccuracies in prediction. Was overcome by preprocessing, using more evaluation metrics, but more data will always be beneficial in such cases.
- Web scraping was a bit challenging as we needed to find authentic sources, with all the required details. There were few in number and some had restrictions on them. Was overcome by limiting the number of parameters from a single source to scrap.
- Comparing two models of the dataset was challenging because of the different requirements asked by the different models. Consumed a lot of time to finalize the best fit model.
Discussion
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