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echochoc's Projects

centertrack icon centertrack

Simultaneous object detection and tracking using center points.

compress icon compress

Compressing Representations for Self-Supervised Learning

darknet icon darknet

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)

easyquant icon easyquant

EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activations.

levit icon levit

LeViT a Vision Transformer in ConvNet's Clothing for Faster Inference

nnie icon nnie

重构海思sample中的NNIE模块

object-detection-usages icon object-detection-usages

The brief implementation and using examples of object detection usages like, IoU, NMS, soft-NMS, SmoothL1、IoU loss、GIoU loss、 DIoU loss、CIoU loss, cross-entropy、focal-loss、GHM, AP/MAP and so on by Pytorch.

pytorch_image_classification icon pytorch_image_classification

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet

roadmap icon roadmap

This repository contains the official implementation of the NeurIPS'21 paper, ROADMAP: Robust and Decomposable Average Precision for Image Retrieval.

ttach icon ttach

Image Test Time Augmentation with PyTorch!

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