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scumechanics's Projects

ednet icon ednet

EDNet for pavement crack segmentation

eft icon eft

visualization code for 3D human body annotation by EFT (Exemplar Fine-tuning)

emotioncube icon emotioncube

🐾 EmotionCube: An intelligent companion robot is designed based on expression recognition and intelligent speech.

episodic-curiosity icon episodic-curiosity

Tensorflow/Keras code and trained models for Episodic Curiosity Through Reachability

esm icon esm

Evolutionary Scale Modeling (esm): Pretrained language models for proteins

espnet icon espnet

ESPNet is an efficient scalable scene segmentation model which uses Pyramid Pooling Module (PPM) as a global contextual prior for feature extraction.

extendedmorphologicalprofiles icon extendedmorphologicalprofiles

Remote sensed hyperspectral image classification with Spectral-Spatial information provided by the Extended Morphological Profiles

fair-sslime icon fair-sslime

FAIR Self-Supervised Learning Integrated Multi-modal Environment (SSLIME)

fanet icon fanet

This is an optimized and efficient scene segmentation model which exploits multi-scale feature fusion technique for capturing contextual information from the scene. This model produces less parameters and FLOPS compare to many existing real-time scene segmentation model.

fastai icon fastai

The fastai deep learning library

fastai2 icon fastai2

Temporary home for fastai v2 while it's being developed

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

food201 icon food201

On device image segmentation of meals in Android application. Trained on the Food201 dataset.

frankmocap icon frankmocap

A Strong and Easy-to-use Single View 3D Hand+Body Pose Estimator

frmod icon frmod

A tool for the frequency (or likelihood) ratio analysis of raster grids. Can be used for estimating landslide susceptibility.

gda_teal_carbon icon gda_teal_carbon

Analysis of raster inputs for wetland identification and carbon stock modeling

glidertools icon glidertools

A toolkit for processing Seaglider base station NetCDF files: despiking, smoothing, outlier detection, backscatter, fluorescence quenching, calibration, gridding, interpolation.

gpr-object-detection icon gpr-object-detection

This repository contains code to train object detection models like FRCNN for identifying objects in Ground Penetrating Radar scans. It also contains code to generate fake data using GANs.

graph2nn icon graph2nn

code for paper "Graph Structure of Neural Networks"

h2o-3 icon h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

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