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adelaidet

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

arui1.github.io

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awesome-nas

A curated list of neural architecture search (NAS) resources.

centermask

CenterMask : Real-Time Anchor-Free Instance Segmentation, in CVPR 2020

centermask2

CenterMask2 on top of detectron2, in CVPR 2020

condinst

Conditional Convolutions for Instance Segmentation, achives 37.1mAP on coco val

confusion_matrix

Contains cf_matrix.py file with a function to make a pretty visualization of a confusion matrix.

crossstagepartialnetworks

Cross Stage Partial Networks

cv

d2det

D2Det: Towards High Quality Object Detection and Instance Segmentation (CVPR2020)

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

dbscan

Python implementation of 'Density Based Spatial Clustering of Applications with Noise'

deep_learning_object_detection

A paper list of object detection using deep learning.

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

depix

Recovers passwords from pixelized screenshots

detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dna

Blockwisely Supervised Neural Architecture Search with Knowledge Distillation

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

eagleeye

(ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning

efficientdet

unofficial EffcientDet implemented by mmdetection

efficientdet.pytorch

Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch

efficientnet-pytorch

A PyTorch implementation of EfficientNet

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

face_recognition_framework

Multi-task face recognition framework based on PyTorch

faiss

A library for efficient similarity search and clustering of dense vectors.

fcos

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

filter-pruning-geometric-median

Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration (CVPR 2019 Oral)