PokeDex
Additional
Tech Stack
- Jupyter Notebook
- Flask/Python
- HTML/CSS/JS
Functionalities
- Home Page allows to search pokemon based on Name, Type and Generation.
- Pokemon guesser using image works like a real pokedex. Upload an image to the guesser or take one. And it will guess the closest pokemon(Trained for the first 151 pokemon only).
- Pokemon guesser using text tries to guess a pokemon using a pokemon description provided to it. The description is matched to the closest pokedex entry from all generations(Trained for the first 151 pokemon only).
- Pokemon Team Strength Ranker is an algorithm that ranks a given team. How the algorithm works:
- Overall the strength of the team depends on the type coverage as the stats can vary based on Level, IV's, Nature, etc. But type remains constant for all the teams.
- Strength of the team is greater if the type coverage in terms of attack is wide.
- Also higher the immunities to other types or resistant to other types better the strength.
- If weakness can be covered by other team members, the strength increases.
- If team is 4X weak to certain types, the strength decreases.