nsarker/convnext-tiny-finetune-plantspecies

This is a on-going work of developing a deep neural network for the plant species Identification. Intitally, a Pre-trained model called "ConvNext"used which is built on top of Transformer Model, where a checkpoint called " https://huggingface.co/facebook/convnext-tiny-224#convnext-tiny-sized-model" used by FaceBook now has been fine-tuned for this particular dataset. An API allows to access the trained model from Huggingface Hub. The API provided by Hugging Face offers an interactive platform to load any test image of a plant and use the ConvNext Model to identify the class, which is accessible through the Project URL above. Currently, a performance test is going on to find out how Particle Swarm Optimization Algorithm can improve the model accuracy.