Computer Vision
Skills for certificate:
Deep Learning
Artificial Intelligence
Data Science
Data Visualisation
Neural Networks
Keras
Pandas
NumPy
Matplotlib
Seaborn
Scikit Learn
Computer Vision
This is the page displaying all the material related to Computer Vision. This can include projects, blogs, certificates, university modules and work experience along with sub-skills.
Material
Handwritten Digit Classifier
A handwritten digit classifier using built using a Convolutional Neural Network (CNN). Used various techniques such as data augmentation, batch normalisation, and dropout to improve the model's performance.
Machine Learning Algorithms
Practicing various algorithms and techniques. This includes supervised, unsupervised, and reinforcement learning algorithms, as well as feature engineering, data preprocessing, and hyperparameter tuning.
Computer Vision Image Segmentation
Segmenting images using various techniques. Specifically, used models of biological vision systems such as Simple and Complex cells, and Gabor filters.
Computer Vision Quizzes
Solutions to quizzes where various low-level and mid-level vision techniques were covered. These techniques include edge detection, image segmentation, and image filtering.