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James 's Projects

ai-resources icon ai-resources

Selection of resources to learn Artificial Intelligence / Machine Learning / Statistical Inference / Deep Learning / Reinforcement Learning

audio-diffusion icon audio-diffusion

Apply diffusion models using the new Hugging Face diffusers package to synthesize music instead of images.

clothwarez.io icon clothwarez.io

Turn 2D images of clothing into usable 3D garments. Use Clothware API to automate your clothing design, character design or integrate into your e-commerce solution.

deep-daze icon deep-daze

Simple command line tool for text to image generation using OpenAI's CLIP and Siren (Implicit neural representation network). Technique was originally created by https://twitter.com/advadnoun

demucs icon demucs

Code for the paper Hybrid Spectrogram and Waveform Source Separation

dough icon dough

Dough is a open source tool for steering AI animations with precision.

ece-c247-eeg-gan icon ece-c247-eeg-gan

GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, datasets 2a. Final project for UCLA's EE C247: Neural Networks and Deep Learning course.

eegextract icon eegextract

A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital Health, 2020.

fnirs-bci icon fnirs-bci

🧠 Inspecting complexity and goal-directedness of imagination in an fNIRS BCI system.

fooof icon fooof

Parameterizing neural power spectra into periodic & aperiodic components.

gangealing icon gangealing

Official PyTorch Implementation of GAN-Supervised Dense Visual Alignment

glide-text2im icon glide-text2im

GLIDE: a diffusion-based text-conditional image synthesis model

hypergan icon hypergan

A composable Generative Adversarial Network(GAN) with API and command line tool.

imaginaire icon imaginaire

NVIDIA PyTorch GAN library with distributed and mixed precision support

infiniteremixer icon infiniteremixer

Create infinite remixes intelligently patching together groups of songs

inside-music icon inside-music

Inside Music lets you step inside of a song, seeing its individual pieces to give you a closer look at how music is made.

instant-ngp icon instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

magenta icon magenta

Magenta: Music and Art Generation with Machine Intelligence

melspecvae icon melspecvae

Variational Autoencoder in the mel-spectrogram domain for one-shot audio synthesis

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