Image Recognition with AI

A machine learning process utilizing supervised learning and discriminative techniques to recognize a living being, a landscape or any other thing in images

Versions

v0.1 (✔️) (25-05-2024)

• images per animals : 48 for train 12 for validation (some doubles)
• batch_size : 20

v0.2 (✖️) (26-05-2024)

• images per animals : 200 for train, 50 for validation (some doubles and some bad images)
• batch_size : 4
• new model extension : .keras

v0.3 (✔️) (26-05-2024)

• batch_size = 16

v0.4 (✖️) (07-06-2024)

• greatly improved code organization, readability, and documentation
• transformation of the project to make it broader: moving from animals to entities
• the scraper is functional from A to Z

Documentation

• ./models/ : versions of the AI
• ./data/ : statistical version tracking
• ./entities.txt : the list of entities, such as an animal or an object
• ...

Help

✔️ : new existing model
✖️ : no new model exists