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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.

bipointnet

This project is the official implementation of our accepted ICLR 2021 paper BiPointNet: Binary Neural Network for Point Clouds.

bottleneck-transformer-pytorch

Implementation of Bottleneck Transformer - Pytorch

coco2pascal2txt

Convert annotations of COCO format to Pascal VOC format to Yolo Darknet format

detr

End-to-End Object Detection with Transformers

detr3d

efficientllm

hawq

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

llama

Inference code for LLaMA models

llama-1

User-friendly LLaMA: Train or Run the model using PyTorch. Nothing else.

llama-adapter

LLaMA-Adapter: Tuning LLaMA within One Hour and 8M Parameters

llama2-accessory

An Open-source Toolkit for LLM Development

llama_finetuning

LLaMA 大模型 finetuning

mmdetection3d

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

mmllama2

noisyquant

An official implement of CVPR 2023 paper - NoisyQuant: Noisy Bias-Enhanced Post-Training Activation Quantization for Vision Transformers

petr

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

ptq4vit_noisy

Post-Training Quantization for Vision transformers.

pyhessian

PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks

pytorch-onnx-tflite

pytorch-yolov3-quantization

q-diffusion

[ICCV 2023] Q-Diffusion: Quantizing Diffusion Models.

quant_timm

quantization of PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

recu

Pytorch implementation of our paper accepted by ICCV 2021 -- ReCU: Reviving the Dead Weights in Binary Neural Networks http://arxiv.org/abs/2103.12369

stanford_alpaca

tencentpretrain

Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo

vision

Datasets, Transforms and Models specific to Computer Vision

yolov3-quantization

yolov5-relu