Dorotea Jalušić's repositories
dog-breed-classifier
Second project for Udacity Deep Learning Nanodegree.
bike-sharing-patterns
First project for Udacity's Deep Learning Nanodegree.
face-generation
Fourth project for Udacity's Deep Learning Nanodegree. The goal is to generate faces using DCGAN.
object_detection_tutorial
Tutorial on object detection in TensorFlow Object Detection API. From installation to deployment on Android and Coral devices.
simple-ocr
A simple approach to optical character recognition (OCR) using OpenCV and k-nearest neighbors algorithm.
tv-script-generation
Third project for Udacity Deep Learning Nanodegree.
course-v3
The 3rd edition of course.fast.ai
CRNN.tf2
Convolutional Recurrent Neural Network for End-to-End Text Recognize - TensorFlow 2
Data-Science--Cheat-Sheet
Cheat Sheets
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
deploying-sentiment-analysis-model
Fifth and final project for Udacity's Deep Learning Nanodegree.
drajsel.github.io
My personal blog
EfficientNet-PyTorch
A PyTorch implementation of EfficientNet
fastai
The fastai deep learning library, plus lessons and tutorials
gen-efficientnet-pytorch
Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
hpc-python
Python in High Performance Computing
intro-to-ml-tensorflow
Projects and exercises for the Udacity Intro to Machine Learning with TensorFlow course
kitt4sme.live
On a mission to bring AI to the shop floor: https://kitt4sme.eu/. Forking for the pArticle-QC project.
labelme
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
MaskTheFace
Convert face dataset to masked dataset
ml-class
Machine learning lessons and teaching projects designed for engineers
models
Models and examples built with TensorFlow
optuna
A hyperparameter optimization framework
Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
tensorflow-without-a-phd
A crash course in six episodes for software developers who want to become machine learning practitioners.
yolov5
YOLOv5 in PyTorch > ONNX > CoreML > iOS