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Derek's Projects

pytorchx icon pytorchx

Implement popular deep learning networks in pytorch, used by tensorrtx.

r-retinanet icon r-retinanet

A RetinaNet with special function of rotated object detection.

real-esrgan icon real-esrgan

Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration.

smart_construction icon smart_construction

Head Person Helmet Detection on Construction Sites,基于目标检测工地安全帽和禁入危险区域识别系统,🚀😆附 YOLOv5 训练自己的数据集超详细教程!!!😆🚀

sssegmentation icon sssegmentation

sssegmentation is a general framework for our research on strongly supervised semantic segmentation.

svox2 icon svox2

Plenoxels: Radiance Fields without Neural Networks, Code release WIP

swin-transformer icon swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-serving-yolov3 icon tensorflow-serving-yolov3

主要对原tensorflow版本算法进行了网络修改,显示调整,数据处理等细节优化,详细说明了 从本地训练到serving端部署yolov3的整个流程,训练了Visdrone2019无人机数据集, 准确率 较高, 训练工业检测数据集(非80类中的一类),mAP为97.51,FPS在1080上测试15-20帧!

tensorflow-yolov3 icon tensorflow-yolov3

🔥 pure tensorflow Implement of YOLOv3 with support to train your own dataset

tensorrt icon tensorrt

TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.

tensorrtx icon tensorrtx

Implementation of popular deep learning networks with TensorRT network definition API

tf-pose-estimation icon tf-pose-estimation

Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.

tiny-tensorrt icon tiny-tensorrt

a simple, efficient, easy-to-use nvidia TensorRT wrapper for cnn,sopport c++ and python

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