deep learning - 随笔分类(第3页) - Sanny.Liu-CV&&ML

摘要：转载：https://huailiang.github.io/blog/2020/face/ 阅读全文

posted @ 2021-02-03 14:59 Sanny.Liu-CV&&ML

摘要：转载：https://zhuanlan.zhihu.com/p/141141365 转载：https://zhuanlan.zhihu.com/p/317711322 转载：https://zhuanlan.zhihu.com/p/102573476 simclr,MoCO 未完待续。。。阅读全文

posted @ 2021-02-03 14:57 Sanny.Liu-CV&&ML

CUT简介 — Contrastive Learning for Unpaired Image-to-Image Translation

摘要：GAN，对比学习，CUT 阅读全文

posted @ 2021-02-03 14:55 Sanny.Liu-CV&&ML

生成对抗网络GAN入门讲解

摘要：GAN入门介绍阅读全文

posted @ 2021-01-26 14:48 Sanny.Liu-CV&&ML

Noise Contrastive Estimation --- 从 NCE 到 InfoNCE

摘要：NCE， inforNCE，GAN，NLP 阅读全文

posted @ 2021-01-22 17:16 Sanny.Liu-CV&&ML

SPP，PPM、ASPP和FPN结构理解和总结

摘要：SPP，PPM、ASPP和FPN，多尺度，deeplab 阅读全文

posted @ 2021-01-19 00:01 Sanny.Liu-CV&&ML

Adaptive Training Sample Selection (ATSS)

摘要：ATSS，Anchor-based and Anchor-free 阅读全文

posted @ 2020-11-23 23:10 Sanny.Liu-CV&&ML

转载：从loss处理图像分割中类别极度不均衡，正负样本不均衡的状况---keras

摘要：医学图像分割loss对比，Focal loss, dice loss,IOU loss,Tversky loss,敏感性–特异性 loss,... 阅读全文

posted @ 2020-07-01 00:54 Sanny.Liu-CV&&ML

6D姿态估计

摘要：6D姿态估计阅读全文

posted @ 2020-04-22 14:46 Sanny.Liu-CV&&ML

转载：目标跟踪，SORT和Deep-SORT

摘要：多目标跟踪，SORT和Deep-SORT 阅读全文

posted @ 2020-04-20 11:12 Sanny.Liu-CV&&ML

An overview of semantic image segmentation

摘要：An overview of semantic image segmentation 阅读全文

posted @ 2020-04-01 11:15 Sanny.Liu-CV&&ML

3D姿态估计

摘要：3D 姿态估计流程，人脸姿态估计阅读全文

posted @ 2020-03-26 17:38 Sanny.Liu-CV&&ML

FPN解析

摘要：FPN结构解析阅读全文

posted @ 2020-03-17 15:17 Sanny.Liu-CV&&ML

度量学习中的pair-based loss

摘要：Contrastive los，Triplet loss，Triplet center loss，N-pair loss，Quadruplet loss，Lifted Structure Loss 阅读全文

posted @ 2020-03-05 15:39 Sanny.Liu-CV&&ML

转载：实例分割模型Mask R-CNN详解：从R-CNN，Fast R-CNN，Faster R-CNN再到Mask R-CNN

摘要：R-CNN，Fast R-CNN，Faster R-CNN，Mask R-CNN 阅读全文

posted @ 2020-01-17 17:16 Sanny.Liu-CV&&ML

Non-local Neural Networks

摘要：Non-local Neural Networks，视频分类阅读全文

posted @ 2020-01-17 15:07 Sanny.Liu-CV&&ML

图神经网络GNN-Graph Neural Networks: A Review of Methods and Applications

摘要：GNN，图神经网络综述阅读全文

posted @ 2020-01-15 19:52 Sanny.Liu-CV&&ML

PointNet系列

摘要：3D目标分类、检测、分割，点云数据阅读全文

posted @ 2019-12-31 20:15 Sanny.Liu-CV&&ML

模型训练-Batch size大小，优化和泛化

摘要：模型训练，batch_size，learning rate,精度阅读全文

posted @ 2019-12-27 16:56 Sanny.Liu-CV&&ML

3D目标检测-VoteNet

摘要：3D目标检测，VoteNet 阅读全文

posted @ 2019-12-26 19:53 Sanny.Liu-CV&&ML

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随笔分类 - deep learning

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