I will perform image classification, face or eye detection and recognition

As an AI (Machine Learning / Deep Learning) practitioner, I will perform model training with the best hyperparameter tuning and write code to read your data, load it in memory, feed it to the model, and get your desired results.

For face detection, a Haar cascade classifier will be used. For recognition and classification, deep learning will be used. Using the TensorFlow and keras libraries, the dataset will be preprocessed to a specific target size, and then data augmentation will be performed to increase training data. A transfer learning model will be used to achieve high accuracy, and after training, hyperparameters like learning rate, epochs, optimizer, and loss will be adjusted for better results.

Python

Machine learning

Deep learning

Tensorflow

Keras

Pandas

Transfer Learning

Image Classifier

Object detection

Image recognition

CNN

vgg16

Vgg19

Inception

Xception

Face Recognition

Potato leaf disease classification

Rice leaf disease classification