yajiec Goto Github PK

awesome-knowledge-distillation

Awesome Knowledge Distillation

cv-interview

CV岗常见面试题(欢迎大家补充！！！)

deeplab-pytorch

PyTorch implementation of DeepLab v2 on COCO-Stuff / PASCAL VOC

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

entity

EntitySeg Toolbox: Towards precise and open-world image segmentation

f-clip

The official PyTorch implementation of the paper: *Xili Dai, Xiaojun Yuan, Haigang Gong, Yi Ma. "Fully Convolutional Line Parsing." *.

knowledge-distillation-zoo

lowpolify

Create low-poly art from any image :star2::star2:

machinelearning

mean-teacher

A state-of-the-art semi-supervised method for image recognition

ml-mobileone

This repository contains the official implementation of the research paper, "An Improved One millisecond Mobile Backbone".

models

Models and examples built with TensorFlow

nrgnet

CN Dota, Best Dota.

parse_curvelanes

parse curvelanes datasets

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-opcounter

Count the MACs / FLOPs of your PyTorch model.

pytorch-segmentation

PyTorch implementation for semantic segmentation (DeepLabV3+, UNet, etc.)

pytorch-segmentation-toolbox

PyTorch Implementations for DeeplabV3 and PSPNet

replayed_distillation

Implementation of Data-free Knowledge Distillation for Deep Neural Networks (on arxiv!)

rkd

Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019

segformer

Official PyTorch implementation of SegFormer

shufflenet-series

structure_knowledge_distillation

The official model zoo for the paper 'Structured Knowledge Distillation for Semantic Segmentation'. (CVPR 2019 ORAL)

vgg16-pytorch

VGG16 Net implementation from PyTorch Examples scripts for ImageNet dataset

vision

Datasets, Transforms and Models specific to Computer Vision