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vitis-tutorials

vitis_libraries

Vitis Libraries

vott

Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.

vpgnet

VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition (ICCV 2017)

vps-net

A vacant parking slot detection method in the around view image based on deep learning.

yolact_edge

The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.

yolo-fastest

:zap: Yolo universal target detection model combined with EfficientNet-lite, the calculation amount is only 230Mflops(0.23Bflops), and the model size is 1.3MB

yolo-fatest-deepsort

yolo-multi-backbones-attention

Model Compression—YOLOv3 with multi lightweight backbones(ShuffleNetV2 HuaWei GhostNet), attention, prune and quantization

yolo-v3-caffe

caffe model of YOLO v3

yolo-v3-tensorflow

:construction_worker: :construction_worker::construction_worker: YOLO V3(Tensorflow 1.x) 安全帽 识别 | 提供数据集下载和与预训练模型

yolo3-pytorch

这是一个yolo3-pytorch的源码，可以用于训练自己的模型。

yolo3_repvgg_mb2_dark

yolobile

This is the implementation of YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design

yolodet-pytorch

reproduce the YOLO series of papers in pytorch, including YOLOv4, PP-YOLO, YOLOv5，YOLOv3, etc.

yolof

yolop

You Only Look Once for Panopitic Driving Perception.（https://arxiv.org/abs/2108.11250）

yolop-opencv-dnn

使用OpenCV部署全景驾驶感知网络YOLOP，可同时处理交通目标检测、可驾驶区域分割、车道线检测，三项视觉感知任务，包含C++和Python两种版本的程序实现。本套程序只依赖opencv库就可以运行， 从而彻底摆脱对任何深度学习框架的依赖。

yolor

implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)

yolov3

支持MobileNetV2-YOLO训练

yolov3-channel-and-layer-pruning

yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝，通道剪枝，知识蒸馏

yolov3-complete-pruning

提供对YOLOv3及Tiny的多种剪枝版本，以适应不同的需求。

yolov3-model-pruning

在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）

yolov3-repvgg-backbone

YOLOv3-RepVGG-backbone

yolov3-sort-cpp

yolov3-yolov3-tiny-yolo-fastest-xl--pytorch

YOLOv3/YOLOv3-tiny/yolo-fasetest-xl从训练到部署

yolov3_prune

torch_yolov3 剪枝

yolov3v4-modelcompression-multidatasettraining-multibackbone

YOLO ModelCompression MultidatasetTraining

yolov4-deepsort

Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.

yolov4-deepsort-helmet-detection

helmet(hard hat) detection with yolov4