Machine Learning : cactus identification

Identify cactus with aerial images of desert

Competition here : https://www.kaggle.com/c/aerial-cactus-identification/

todo

• MLP model
• ResNet model
• Hyperparameters setup
• Predictions setup
• Talos for random search and grid search
• MLFlow implementation for logs and benchmark analysis

logs with Tensorboard

tensorboard --logdir=logs_tensorboard &

logs with MLFlow

mlflow server --host 0.0.0.0 --backend-store-uri file:///project_path/logs_mlflow