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D. Kobus's Projects

arraymancer icon arraymancer

A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends

coremltools-m1 icon coremltools-m1

Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.

dali icon dali

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

dall-e icon dall-e

PyTorch package for the discrete VAE used for DALL·E.

davis-interactive icon davis-interactive

Package to evaluate interactive segmentation with scribbles at DAVIS dataset.

dinov2 icon dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

flatbuffers icon flatbuffers

FlatBuffers: Memory Efficient Serialization Library

flax icon flax

Flax is a neural network ecosystem for JAX that is designed for flexibility.

flaxmodels icon flaxmodels

Pretrained models for Jax/Flax: StyleGAN2, GPT2, VGG, ResNet, etc.

flowtron-1 icon flowtron-1

Auto-regressive flow-based generative network for text to speech synthesis

flux.jl icon flux.jl

Relax! Flux is the ML library that doesn't make you tensor

hashnerf-pytorch icon hashnerf-pytorch

Pure PyTorch Implementation of NVIDIA paper on Instant Training of Neural Graphics primitives: https://nvlabs.github.io/instant-ngp/

hydra icon hydra

Hydra is a framework for elegantly configuring complex applications

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

kornia icon kornia

Geometric Computer Vision Library for Spatial AI

mellotron icon mellotron

Mellotron: a multispeaker voice synthesis model based on Tacotron 2 GST that can make a voice emote and sing without emotive or singing training data

mivos icon mivos

[CVPR 2021] Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion. Semi-supervised VOS as well!

mlx icon mlx

MLX: An array framework for Apple silicon

nerf-pytorch icon nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

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