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Samer Salameh's Projects

hand_tracking_samples icon hand_tracking_samples

:wave: :ok_hand: research codebase for depth-based hand pose estimation using dynamics based tracking and CNNs

handson-ml icon 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.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

handwritten-digits-recognition icon handwritten-digits-recognition

A script that trains a model to recognize handwritten digits using the MNIST data set. Then it loads external files and uses the neural network to predict what digits they are.

haven icon haven

Haven is for people who need a way to protect their personal spaces and possessions without compromising their own privacy, through an Android app and on-device sensors

heidisql icon heidisql

A lightweight client for managing MariaDB, MySQL, SQL Server and PostgreSQL, written in Delphi

hiplot icon hiplot

HiPlot makes understanding high dimensional data easy

hotelspamdetection icon hotelspamdetection

Project is to determine whether not only a given hotel review on a website is positive or negative, but if the review was genuine or if it was done by spam or a troll/bot. Purpose is to prevent hotels from artificially inflating their own value or to prevent hotels from being spammed by trolls. Algorithm to implement it was a CNN-LSTM network using feature sets from Doc2Vec, POS tags, dependency tags, and TF-IDF. Trained accuracy on validation set was 93.44%.

hub icon hub

A library for transfer learning by reusing parts of TensorFlow models.

hub-1 icon hub-1

Submission to https://pytorch.org/hub/

hulmona icon hulmona

hULMonA (حلمنا)​: tHe first Universal Language MOdel iN Arabic

hyperopt icon hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

image-morphing icon image-morphing

Automating Image Morphing using Structural Similarity on a Halfway Domain (Siggraph 2014)

image-to-image-papers icon image-to-image-papers

🦓<->🦒 🌃<->🌆 A collection of image to image papers with code (constantly updating)

imagecaptioning.pytorch icon imagecaptioning.pytorch

image captioning codebase in pytorch(finetunable cnn in branch "with_finetune";diverse beam search can be found in 'dbs' branch; self-critical training is under my self-critical.pytorch repository.)

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