Chantell Hegmann's repositories

paper-reading

深度学习经典、新论文逐段精读

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3DDFA_V2

The official PyTorch implementation of Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV 2020.

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AI-generated-characters

AI-generated-character

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China_House

**买房相关资料和项目整理,方便查看,持续更新中...

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computer-vision-in-action

《计算机视觉实战演练:算法与应用》中文电子书、源码、读者交流社区(持续更新中 ...) 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页

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DeepLearningExamples

Deep Learning Examples

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EasyParallelLibrary

Easy Parallel Library (EPL) is a general and efficient deep learning framework for distributed giant model training.

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encodec

State-of-the-art deep learning based audio codec supporting both mono 24 kHz audio and stereo 48 kHz audio.

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FOST

FOST is a general forecasting tool, which demonstrate our experience and advanced technology in practical forecasting domains, including temporal, spatial-temporal and hierarchical forecasting. Current general forecasting tools (Gluon-TS by amazon, Prophet by facebook etc.) can not process and model structural graph data, especially in spatial domains, also those tools suffer from tradeoff between usability and accuracy. To address these challenges, we design and develop FOST and aims to empower engineers and data scientists to build high-accuracy and easy-usability forecasting tools.

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FreeTensor

A language and compiler for irregular tensor programs.

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horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

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livepeerjs

JavaScript tools and applications that interact with Livepeer's smart contracts and peer-to-peer network

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loving-books

:books: 恋爱指南

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Maix-Speech

Maix Speech AI lib, a fast and small speech lib running on embedded devices, including ASR, chat, TTS etc.

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nebullvm

Easy-to-use library to boost AI inference leveraging multiple DL compilers

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nettu-meet

Open source video conferencing system for tutors.

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neural-compressor

Intel® Neural Compressor (formerly known as Intel® Low Precision Optimization Tool), targeting to provide unified APIs for network compression technologies, such as low precision quantization, sparsity, pruning, knowledge distillation, across different deep learning frameworks to pursue optimal inference performance.

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pipewire

Mirror of the PipeWire repository (see https://gitlab.freedesktop.org/pipewire/pipewire/)

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python-sounddevice

:sound: Play and Record Sound with Python :snake:

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pytorchvideo

A deep learning library for video understanding research.

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TensorLayerX

TensorLayerX: A Unified Deep Learning and Reinforcement Learning Framework for All Hardwares, Backends and OS.

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tensorRT_Pro

C++ library based on tensorrt integration

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tflite2tensorflow

Generate saved_model, tfjs, tf-trt, EdgeTPU, CoreML, quantized tflite, ONNX, OpenVINO, Myriad Inference Engine blob and .pb from .tflite. Support for building environments with Docker. It is possible to directly access the host PC GUI and the camera to verify the operation. NVIDIA GPU (dGPU) support. Intel iHD GPU (iGPU) support. Supports inverse quantization of INT8 quantization model.

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torchdrug

A powerful and flexible machine learning platform for drug discovery

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triton

Triton Inferece Server Model Config and Client Scripts

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tvm_learn

tvm learn

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ucas

ucas 选课脚本

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wikipedia2008

Config files for my GitHub profile.

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