zyg11's starred repositories

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MonoDet

[ICCV21 & WACV23] Monocular 3D Object Detection for Automonous Driving

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yoloret

Implementation for the paper 'YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs'

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SoTA-Point-Cloud

🔥[IEEE TPAMI 2020] Deep Learning for 3D Point Clouds: A Survey

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Plane_Detection

This project relies on OpenCV using C++ 11 as the programming language, a multi-plane detection algorithm of point cloud is realized. At the same time, a relatively effective algorithm optimization is proposed. It has a good performance in the accuracy and speed of multi-plane detection.

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Towards-Realtime-MOT-Cpp

A C++ codebase implementation of Towards-Realtime-MOT

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Towards-Realtime-MOT

Joint Detection and Embedding for fast multi-object tracking

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pytorch_face_landmark

Fast and accurate face landmark detection library using PyTorch; Support 68-point semi-frontal and 39-point profile landmark detection; Support both coordinate-based and heatmap-based inference; Up to 100 FPS landmark inference speed with SOTA face detector on CPU.

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RankSortLoss

Official PyTorch Implementation of Rank & Sort Loss for Object Detection and Instance Segmentation [ICCV2021]

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yolt

You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery

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yolov5_distance_count

使用yolov5,双目摄像头进行测距

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OCR_DataSet

收集并整理有关OCR的数据集并统一标注格式,以便实验需要

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mmfewshot

OpenMMLab FewShot Learning Toolbox and Benchmark

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DDS

Semantic Edge Detection with Diverse Deep Supervision

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awesome-anchor-free-object-detection

In this project, we focus on collection the anchor free object detection paper or code.

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TNNdemo

很好用的tnn classify demo

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RangeDet

Paper and Codes for “RangeDet: In Defense of Range View for LiDAR-based 3D Object Detection” (ICCV2021)

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SST

Single Shot Tracker

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DEFT

Joint detection and tracking model named DEFT, or ``Detection Embeddings for Tracking." Our approach relies on an appearance-based object matching network jointly-learned with an underlying object detection network. An LSTM is also added to capture motion constraints.

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MOS-Multi-Task-Face-Detect

Code for BMVC2021 "MOS: A Low Latency and Lightweight Framework for Face Detection, Landmark Localization, and Head Pose Estimation"

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ArcFace-Multiplex-Recognition

适用于复杂场景的人脸识别身份认证系统

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PINTO_model_zoo

A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.

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hotr

Official repository for HOTR: End-to-End Human-Object Interaction Detection with Transformers (CVPR'21, Oral Presentation)

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Conformer

Official code for Conformer: Local Features Coupling Global Representations for Visual Recognition

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Python-Offer

《剑指Offer》面试题Python实现

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3D-Detection-Tracking-Viewer

3D detection and tracking viewer (visualization) for kitti & waymo dataset

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MyD2Ext

My detectron2 algorithm extension

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Relation-Networks-for-Object-Detection

Relation Networks for Object Detection

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yolort

yolort is a runtime stack for yolov5 on specialized accelerators such as tensorrt, libtorch, onnxruntime, tvm and ncnn.

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SoftTeacher

Semi-Supervised Learning, Object Detection, ICCV2021

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