xiexu666

yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

PaddleDetection

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

yolo_tracking

BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

ByteTrack

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

DAMO-YOLO

DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.

llm-awq

[MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

ml-fastvit

This repository contains the official implementation of the research paper, "FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization" ICCV 2023

ppq

PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.

Birds-eye-view-Perception

[IEEE T-PAMI] Awesome BEV perception research and cookbook for all level audience in autonomous diriving

Co-DETR

[ICCV 2023] DETRs with Collaborative Hybrid Assignments Training

surround-view-system-introduction

A full Python implementation for real car surround view system

yolo_research

based on yolo-high-level project (detect\pose\classify\segment\):include yolov5\yolov7\yolov8\ core ,improvement research ,SwintransformV2 and Attention Series. training skills, business customization, engineering deployment C

tph-yolov5

CameraCalibration

Fisheye or Normal Camera Intrinsic and Extrinsic Calibration. Surround Camera Bird Eye View Generator.

Stand-Alone-Self-Attention

Implementing Stand-Alone Self-Attention in Vision Models using Pytorch

yolov8-face

yolov8 face detection with landmark

night-enhancement

[ECCV2022] "Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression", https://arxiv.org/abs/2207.10564

Open-GroundingDino

This is the third party implementation of the paper Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.

Nonuniform-to-Uniform-Quantization

Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.

TensorRT_Inference_Demo

A repo that uses TensorRT to deploy wll-trained models.Support RTDETR,YOLO-NAS,YOLOV5,YOLOV6,YOLOV7,YOLOV8,YOLOX.

FastSam_Awsome_TensorRT

avm_dataset

Public Dataset of AVM (Around View Monitoring) System for Auto Parking

BirdViewTransform

4个不同方向的相机，将其鸟瞰变化后，进行拼接，得到车辆及周围区域的鸟瞰视角图 Put FOUR image(or video stream) from 4 different directions together, and form them into a bird view.

oscillations-qat

FemtoDet

Official codes of ICCV2023 paper: <<FemtoDet: an object detection baseline for energy versus performance tradeoffs>>

BodenAVMDataset

Boden Around View Monitor Dataset

Pruning_for_YOLOX

实现对YOLOX的剪枝操作，添加了卷积层和BN层融合推理，添加中间层可视化功能，可实现预测和训练日志保存

master_thesis_yolov8

YOLOV8_INT8_TRT