Deep Learning

Sabertooth is standalone pre-training recipe based on JAX+Flax, with data pipelines implemented in Rust. It runs on CPU, GPU, and/or TPU, but this README targets TPU usage.

Rosetta is a privacy-preserving framework based on TensorFlow. It integrates with mainstream privacy-preserving computation technologies, including cryptography, federated learning and trusted execution environment.

A collection of online continual learning paper implementations for computer vision in PyTorch.

Panoptic-PolarNet is a fast and robust LiDAR point cloud panoptic segmentation framework. We learn both semantic segmentation and class-agnostic instance clustering in a single inference network using a polar Bird's Eye View (BEV)

Learning Calibrated-Guidance for Object Detection in Aerial Images arxiv

A collection of ready-to-run Python* notebooks for learning and experimenting with OpenVINO developer tools. The notebooks are meant to provide an introduction to OpenVINO basics and teach developers how to leverage our APIs for o

TalkNet 2: Non-Autoregressive Depth-Wise Separable Convolutional Model for Speech Synthesis with Explicit Pitch and Duration Prediction.

Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.

一款在线图像标注工具（矩形、多边形、持续更新中……），可用于深度学习实例分割模型训练（Mask R-CNN）等。

Repository providing a wide range of self-supervised pretrained models for computer vision tasks.

This repository is the official implementation of our paper: QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection

This repository contains PyTorch code and pretrained models of our paper: BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search.

This is the official project repository for Tent: Fully-Test Time Adaptation by Entropy Minimization by Dequan Wang*, Evan Shelhamer*, Shaoteng Liu, Bruno Olshausen, and Trevor Darrell (ICLR 2021, spotlight).

MaskCam is a prototype reference design for a Jetson Nano-based smart camera system that measures crowd face mask usage in real-time, with all AI computation performed at the edge.

Linear Prediction Coefficients estimation from mel-spectrogram implemented in Python based on Levinson-Durbin algorithm.

This project aims at providing the necessary building blocks for easily creating detection and segmentation models using PyTorch 1.0.

The official pytorch implementation of our paper "Is Space-Time Attention All You Need for Video Understanding?"

We introduce a general framework built on top of what we call Vector Neurons for creating SO(3) equivariant neural networks. Extending neurons from single scalars to 3D vectors, our vector neurons transport SO(3) actions to latent

This repository contains code to train and test GNN models for recommendation, mainly using the Deep Graph Library (DGL).

Learning-with-Noisy-Labels A curated list of most recent works in Learning with Noisy Labels Content Papers & Code (2021) Papers & Code (2020) Papers

CLAP Contrastive Language-Audio Pretraining In due time this repo will be full of lovely things, I hope. Feel free to check out the Issues if you're i

Scidata Usage Scidata currently supports the following training and test datasets: MNIST FashionMNIST CIFAR10 Download or fetch datasets locally: {tra

NYU Deep Learning Spring 2021 (NYU-DLSP21) Content new organisation This semester we have reorganised the didactic material. In the first half of the

스타트업 개발자 채용 大 박람회 Seed ~ Series B에 있는 스타트업을 위한 채용정보 페이지입니다. Back-end, Frontend, Mobile 등 개발자를 대상으로 진행하고 있습니다. 해당 스타트업에 종사하시는 분뿐만 아니라 채용 관련 정보를 알고 계시다면

[PYTORCH] Deep Q-learning for playing Chrome Dino Introduction Here is my python source code for training an agent to play flappy bird. It could be se

Datasets from Instructions (DINO 🦕 ) This repository contains the code for Generating Datasets with Pretrained Language Models. The paper introduces

Few-shot Image Generation via Cross-domain Correspondence Utkarsh Ojha, Yijun Li, Jingwan Lu, Alexei A. Efros, Yong Jae Lee, Eli Shechtman, Richard Zh

minecraft-neural-network Analog neural network implemented in minecraft redstone, including backpropagation and gradient descent. The files in this re

Perceiver This Python package implements Perceiver: General Perception with Iterative Attention by Andrew Jaegle in TensorFlow. This model builds on t

SafeHarbor2.0 Potential Proposed Securities Act Rule 195. Time-limited exemption for Tokens. Proposed Safe Harbor – Time-limited Exemption for Tokens.

About This repo contains the official implementation of the Aligning Latent and Image Spaces to Connect the Unconnectable paper. It is a GAN model whi

Frontier Chain Testnets A repo for coordinating genesis transactions and sharing genesis files for Frontier Chain testnets. Black Mamba 0 Get started

pyDeprecate Simple tooling for marking deprecated functions or classes and re-routing to the new successors' instance. The common use-case is moving y