模型压缩与优化,移动端模型部署 (f18298335152h)

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模型压缩与优化,移动端模型部署's starred repositories

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detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

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stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

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Chinese-LLaMA-Alpaca

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

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Grounded-Segment-Anything

Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

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RWKV-LM

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

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text-generation-inference

Large Language Model Text Generation Inference

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LMFlow

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

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GPT2-Chinese

Chinese version of GPT2 training code, using BERT tokenizer.

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annotated-transformer

An annotated implementation of the Transformer paper.

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EasyMocap

Make human motion capture easier.

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aimet

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

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FACEGOOD-Audio2Face

http://www.facegood.cc

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pupil

Open source eye tracking

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minimal-hand

A minimal solution to hand motion capture from a single color camera at over 100fps. Easy to use, plug to run.

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Awesome-Image-Colorization

:books: A collection of Deep Learning based Image Colorization and Video Colorization papers.

tflite_gles_app

GPU accelerated deep learning inference applications for RaspberryPi / JetsonNano / Linux PC using TensorflowLite GPUDelegate / TensorRT

Minimal-Hand-pytorch

PyTorch reimplementation of minimal-hand (CVPR2020)

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GrabNet

GrabNet: A Generative model to generate realistic 3D hands grasping unseen objects (ECCV2020)

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hand_tracking_samples

:wave: :ok_hand: research codebase for depth-based hand pose estimation using dynamics based tracking and CNNs

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DSNet

DSNet: A Flexible Detect-to-Summarize Network for Video Summarization

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PhysCap_demo_release

PhysCap: Physically Plausible Monocular 3D Motion Capture in Real Time The implementation is based on [SIGGRAPH Aisa'20](https://vcai.mpi-inf.mpg.de/projects/PhysCap/).

HOnnotate

CVPR2020. HOnnotate: A method for 3D Annotation of Hand and Object Poses

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Nonrigid-ICP-Pytorch

Non-rigid alignment of two depth scans using Adam

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non_rigid_icp

Modified version of non-rigid Iterative closest point algorithm for fitting to noisy point clouds

UmeTrack

UmeTrack Unified multi-view end-to-end hand tracking for VR

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sphereHand

This project corresponds to __Self-supervised 3D hand pose estimation through training by fitting__, which is accepted in CVPR 2019.

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SDF_ihmr

Adapted signed distance function (SDF) for detecting collisions between 3D interacting hands.

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CLIP

Contrastive Language-Image Pretraining

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