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peter31726

peter31726

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CSP-pedestrian-detection-in-pytorch

Unofficially Pytorch implementation of High-level Semantic Feature Detection: A New Perspective for Pedestrian Detection

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examples

TensorFlow examples

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DANet

Dual Attention Network for Scene Segmentation (CVPR2019)

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MnasNet-PyTorch

A PyTorch implementation of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.

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Yolo_mark

GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2

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U-2-Net

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

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ghostnet.pytorch

73.6% GhostNet 1.0x pre-trained model on ImageNet

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Awesome-CVPR-Paper

CVPR 论文收集，包含但不限于2022、2021、2020、2019、2018、2017文章

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deformable-kernels

Deforming kernels to adapt towards object deformation. In ICLR 2020.

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HetConvolution2d_pytorch

HetConv: Heterogeneous Kernel-Based Convolutions for Deep CNNs simply implement

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pytorch-deform-conv-v2

PyTorch implementation of Deformable ConvNets v2 (Modulated Deformable Convolution)

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pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

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Yet-Another-EfficientDet-Pytorch

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

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Attention-Augmented-Conv2d

Implementing Attention Augmented Convolutional Networks using Pytorch

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np-conv2d

2D Convolution using NumPy

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python-conv2d

2D image convolution example in Python

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YOLOV3-NANO

YOLOV3-NANO-Tensorflow

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tensorflow-serving-yolov3

本项目主要对原tensorflow-yolov3版本做了许多细节上的改进,增加了TensorFlow-Serving工程部署,训练了多个数据集，包括Visdrone2019, 安全帽等, 安全帽mAP在98%左右, 推理速度1080上608的尺寸大概25fps.

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Tensorflow-YOLOv3

YOLOv3 and YOLOv3-Tiny Implementation for Real-Time Object Detection

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tensorflow-yolo-v3

Implementation of YOLO v3 object detector in Tensorflow (TF-Slim)

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YOLOv3_TensorFlow

Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.

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pytorch-deform-conv

PyTorch implementation of Deformable Convolution

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TResNet

Official Pytorch Implementation of "TResNet: High-Performance GPU-Dedicated Architecture" (WACV 2021)

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inplace_abn

In-Place Activated BatchNorm for Memory-Optimized Training of DNNs

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torch2trt

An easy to use PyTorch to TensorRT converter

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Deformable-Convolution-V2-PyTorch

Deformable ConvNets V2 (DCNv2) in PyTorch

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Efficient-AI-Backbones

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

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yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

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YOLOv3_PyTorch

Full implementation of YOLOv3 in PyTorch

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Yolo_Nano

Pytorch implementation of yolo_Nano for pedestrian detection

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