Idil Ismiguzel's Projects
Computer Vision Project
TensorFlow - A curated list of dedicated resources http://tensorflow.org
Computer Vision applications and code 👀💫⚡
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
Building a deep neural network that functions as part of an end-to-end automatic speech recognition pipeline
Computer Vision Project
A MNIST-like fashion product database. Benchmark :point_right:
TensorFlow CNN for fast style transfer ⚡🖥🎨🖼
Hidden Markov Model Part of Speech tagger project
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
Computer Vision Nanodegree Project
Build a translator. Accept English text as input and return French translation.
NLP applications and code 💬🎇⚡
Notebooks for optimization solutions
Landmark Detection and Tracking (SLAM) project for CVND
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Build a Hidden Markov Model (HMM) model for part of speech tagging with a universal tagset.
STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2020)
Data Structures & Algorithms Nanodegree Program from Udacity
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker