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apq

[CVPR 2020] APQ: Joint Search for Network Architecture, Pruning and Quantization Policy

attention_branch_network

Attention Branch Network (CIFAR100, ImageNet models)

bevformer

This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

bevformer-hfai

brecq

Pytorch implementation of BRECQ, ICLR 2021

chatroom

my chatroom

cifar-zoo

PyTorch implementation of CNNs for CIFAR benchmark

cs-self-learning

计算机自学指南

db-gpt

Revolutionizing Database Interactions with Private LLM Technology

deepvac

PyTorch Project Specification.

detr

End-to-End Object Detection with Transformers

eod

Easy and Efficient Object Detector

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fcos

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

gradient-quantization

vector quantization for stochastic gradient descent .

hawq

Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.

hello-world

latex_paper_writing_tips

Tips for Writing a Research Paper using LaTeX

localgpt

Chat with your documents on your local device using GPT models. No data leaves your device and 100% private.

mmdetection3d

OpenMMLab's next-generation platform for general 3D object detection.

mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.

mmrazor

OpenMMLab Model Compression Toolbox and Benchmark.

mobilenetv3

mobilenetv3 with pytorch，provide pre-train model

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

mqbench

Model Quantization Benchmark

mqbench-paper

nerf_pl

NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning

once-for-all

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

petr

[ECCV2022] PETR: Position Embedding Transformation for Multi-View 3D Object Detection

pytorch

Deep Learning Zero to All - Pytorch