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anomaly-detection

Unsupervised / Semisupervised Anomaly Detection

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

awesome-ai-awesomeness

A curated list of awesome awesomeness about artificial intelligence

awesome-cv-bibfiles

A collection of bibfiles related to computer vision for efficiency

awesome-knowledge-distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2020)。

awesome_opensetrecognition_list

A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition

bibtex

borderdet

BorderDet: Border Feature for Dense Object Detection(ECCV2020 Oral)

cifar-zoo

PyTorch implementation of CNNs for CIFAR benchmark

cs-book

计算机类常用电子书整理，并且附带下载链接，包括Java，Python，Linux，Go，C，C++，数据结构与算法，人工智能，计算机基础，面试，设计模式，数据库，前端等书籍

cvpods

All-in-one Toolbox for Computer Vision Research.

deep-learning-interview-book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

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

deeplearning-models

A collection of various deep learning architectures, models, and tips

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

entmax

The entmax mapping and its loss, a family of sparse softmax alternatives.

few-shot-scene-adaptive-anomaly-detection

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

grad-cam.pytorch

pytorch实现Grad-CAM和Grad-CAM++,可以可视化任意分类网络的Class Activation Map (CAM)图,包括自定义的网络;同时也实现了目标检测faster r-cnn和retinanet两个网络的CAM图;欢迎试用、关注并反馈问题...

object_detection_paper

Object detection paper reading list

pdr

pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

pytorch_ano_pre

Pytorch Re-implement of ano_pre_cvpr2018, flownet2 / lite-flownet used.

pytorchinsight

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

sparse-structured-attention

Sparse and structured neural attention mechanisms

ssdg-cvpr2020

Single-Side Domain Generalization for Face Anti-Spoofing, CVPR2020

ternausnet

UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset

yolov4-pytorch

This is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO