- Mar 2021
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medium.com medium.com
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通往Anchor-Free的真相:Object Detection的正負樣本定義
anchor free
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- Feb 2021
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Understanding Region of Interest — (RoI Align and RoI Warp)
RoIAlign
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- Dec 2020
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medium.com medium.com
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CMake Tutorial
cmake tutorial
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- Jun 2020
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www.jianshu.com www.jianshu.com
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深度学习卷积优化算法winograd
winograd
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juejin.im juejin.im
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AndroidNDK——Cmake详解
cmake详解
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CenterNet——Objects as Points论文解读
centernet blog
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alexisbcook.github.io alexisbcook.github.io
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Global Average Pooling Layers for Object Localization
gap
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bindog.github.io bindog.github.io
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CAM和Grad-CAM
cam and grad-cam
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blog.csdn.net blog.csdn.net
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秒杀多线程第十六篇 多线程十大经典案例之一 双线程读写队列数据
双线程队列
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niuyuanyuanna.github.io niuyuanyuanna.github.io
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人脸关键点检测
关键点检测
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- May 2020
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arsfutura.com arsfutura.com
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Face Recognition with FaceNet and MTCNN
Face Recognition with FaceNet and MTCNN
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mp.weixin.qq.com mp.weixin.qq.com
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AI产品经理一篇读透人脸识别(万字深度好文)
人脸识别流程
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mp.weixin.qq.com mp.weixin.qq.com
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人脸相关算法、数据集、文献资源大列表
人脸相关算法、数据集、文献资源大列表
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easyai.tech easyai.tech
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AI 知识库
AI知识库
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www.cnblogs.com www.cnblogs.com
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图像理解之物体检测object detection,模型rcnn/fastrcnn/fasterrcnn原理及概念
rcnn/fast rcnn /faster rcnn
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lilianweng.github.io lilianweng.github.io
-
Object Detection for Dummies Part 3: R-CNN Family
faseter rcnn
-
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perper.site perper.site
-
语义分割系列 -- FCN详解
fcn segmation
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-
www.jeremyjordan.me www.jeremyjordan.me
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An overview of semantic image segmentation.
An overview of semantic image segmentation.
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lilianweng.github.io lilianweng.github.ioLil'Log1
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Lil'Log
Lil LOG blog
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-
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A guide to receptive field arithmetic for Convolutional Neural Networks
A guide to receptive field arithmetic for Convolutional Neural Networks
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lilianweng.github.io lilianweng.github.io
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Object Detection Part 4: Fast Detection Models
Object Detection Part 4: Fast Detection Models
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omoindrot.github.io omoindrot.github.io
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Triplet Loss and Online Triplet Mining in TensorFlow
triplet loss and online triplet mining
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blog.floydhub.com blog.floydhub.com
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Practical Guide to Hyperparameters Optimization for Deep Learning Models
Practical Guide to Hyperparameters Optimization for Deep Learning Models
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jasonicarter.github.io jasonicarter.github.io
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My Deep Learning Reading (and watching) List
My Deep Learning Reading (and watching) List
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pythonspeed.com pythonspeed.com
-
Elegantly activating a virtualenv in a Dockerfile
activate virtual
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www.grymoire.com www.grymoire.com
-
Sed - An Introduction and Tutorial by Bruce Barnett
tutorial
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www.linuxtechi.com www.linuxtechi.com
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20 Sed (Stream Editor) Command Examples for Linux Users
20 Sed (Stream Editor) Command Examples for Linux Users
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-
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Linux and Unix wget command tutorial with examples
wget example
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github.com github.com
-
AC297r_2019_NAS/docker/
build the pytorch docker file
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github.com github.com
-
Build NVIDIA-Docker image with proper PyTorch version to run DARTS code #10
install docker
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klichtenberg.com klichtenberg.com
-
Use nvidia-docker to create awesome Deep Learning Environments for R (or Python) PT I
build enviroment with docker
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-
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Calculus on Computational Graphs: Backpropagation
Calculus on Computational Graphs: Backpropagation
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jhui.github.io jhui.github.io
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“PyTorch - Neural networks with nn modules”
“PyTorch - Neural networks with nn modules”
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-
jhui.github.io jhui.github.io
-
“PyTorch - Variables, functionals and Autograd.”
“PyTorch - Variables, functionals and Autograd.”
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-
stanford.edu stanford.edu
-
Convolutional Neural Networks cheatsheet
cnn cheetsheet
-
- Apr 2020
-
towardsdatascience.com towardsdatascience.com
-
Canny Edge Detection Step by Step in Python — Computer Vision
openc canny edge detection
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jhui.github.io jhui.github.io
-
“TensorFlow - Importing data”
tensorflow import data
-
-
towardsdatascience.com towardsdatascience.com
-
Building efficient data pipelines using TensorFlow
tf pipeline
-
Building efficient data pipelines using TensorFlow
tensorflow data pipeline
-
- Mar 2020
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startupsventurecapital.com startupsventurecapital.com
-
Essential Cheat Sheets for Machine Learning and Deep Learning Engineers
Essential Cheat Sheets for Machine Learning and Deep Learning Engineers
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- Dec 2019
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blog.metaflow.fr blog.metaflow.fr
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TensorFlow: saving/restoring and mixing multiple models
TensorFlow: saving/restoring and mixing multiple models
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-
blog.metaflow.fr blog.metaflow.fr
-
TensorFlow: A primer
TensorFlow: A primer
-
-
blog.labianchin.me blog.labianchin.me
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Docker Tips And Tricks
Docker Tips And Tricks
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github.com github.com
-
MTCNN-Tensorflow
mtcnn_source_code
-
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flat2010.github.io flat2010.github.io
-
CNN中的参数解释及计算
CNN中的参数解释及计算
-
-
github.com github.com
-
MTCNN-Tensorflow
mtcnn_tensorflow sorce code
-
-
zhuanlan.zhihu.com zhuanlan.zhihu.com
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人脸检测--MTCNN从头到尾的详解
人脸检测--MTCNN从头到尾的详解
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-
www.sfinst.com www.sfinst.com
-
拒绝调包!且看MTCNN人脸检测推断过程详解!
mtcnn推断过程
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tcnull.github.io tcnull.github.io
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基于深度卷积神经网络的人脸检测和人脸对齐方法——MTCNN
mtcnn
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discuss.tvm.ai discuss.tvm.ai
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[IR] Unified TVM IR Infra
[IR] Unified TVM IR Infra
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-
www.hardikp.com www.hardikp.com
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Python - C++ bindings
Python - C++ bindings
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Python - C++ bindings
c++ binding python
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- Oct 2019
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medium.mybridge.co medium.mybridge.co
-
30 Amazing Python Projects for the Past Year
python code project
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scm_mos.gitlab.io scm_mos.gitlab.io
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Gradient Descent 梯度下降
梯度下降法详解
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-
lufficc.com lufficc.com
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图像数据集
图像数据集分析
-
-
datascience.stackexchange.com datascience.stackexchange.com
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How do you visualize neural network architectures?
visulize the network
-
-
github.com github.com
-
Training Keypoints Detection Model using Object Detection API
training keypoint detection API
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-
stackoverflow.com stackoverflow.com
-
Running a native library on Android L. error: only position independent executables (PIE) are supported
Running a native library on Android L. error: only position independent executables (PIE) are supported
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github.com github.com
-
how to create my own coco-like dataset? #204
pascal voc to coco
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princewang1994.github.io princewang1994.github.io
-
目标检测任务中mAP的计算
map 计算 样例
-
-
-
A 2019 guide to Human Pose Estimation with Deep Learning
pose estimation
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- Sep 2019
-
towardsdatascience.com towardsdatascience.com
-
10 Gradient Descent Optimisation Algorithms + Cheat Sheet
10 Gradient Descent Optimisation Algorithms + Cheat Sheet
-
-
-
An Advanced Example of Tensorflow Estimators Part
An Advanced Example of Tensorflow Estimators Part
-
- Aug 2019
-
www.instructables.com www.instructables.com
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Object Detection W/ Dragonboard 410c or 820c Using OpenCV and Tensorflow.
object detection
-
-
towardsdatascience.com towardsdatascience.com
-
A Comprehensive Hands-on Guide to Transfer Learning with Real-World Applications in Deep Learning
A Comprehensive Hands-on Guide to Transfer Learning with Real-World Applications in Deep Learning
-
-
yoursite.com yoursite.com
-
A simple way to distinguish different optimizers in DeepLearning
optimizer in deep learning
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- Jul 2019
-
www.chrisyue.com www.chrisyue.com
-
可能会提高你国外网站下载速度的两个浏览器扩展
网站提速插件
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www.quantumobile.com www.quantumobile.com
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Mobile object detector with TensorFlow Lite
Mobile object detector with TensorFlow Lite
-
-
medium.com medium.com
-
Train your own SSD MobileNet object detection model on Windows 10
train google api process
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-
petewarden.com petewarden.com
-
Why GEMM is at the heart of deep learning
GEMM
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-
antkillerfarm.github.io antkillerfarm.github.io
-
深度学习(四十)——模型压缩与加速(1)
模型压缩与加速
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-
www.binss.me www.binss.me
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Aria2
aria2 docker配置
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-
handong1587.github.io handong1587.github.io
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Acceleration and Model Compression
model acceleration and compression
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-
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State of the Art in Compressing Deep Convolutional Neural Networks
state of the art in deep learning model
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-
medium.com medium.com
-
中研院 — 李宏毅 投影片連結
李宏毅 PPT
-
- Jun 2019
-
-
Try Deep Learning in Python now with a fully pre-configured VM
face recognition
-
- May 2019
-
-
深度學習-物件偵測YOLOv1、YOLOv2和YOLOv3 cfg 檔解讀(一)
yolo series
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-
towardsdatascience.com towardsdatascience.com
-
Optimizing any TensorFlow model using TensorFlow Transform Tools and using TensorRT
tensorflow model optimizeing
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zhuanlan.zhihu.com zhuanlan.zhihu.com
-
Demystifying Parallel and Distributed Deep Learning: An In-Depth Concurrency Analysis
distributed tensorflow
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github.com github.com
-
ardianumam/tensorflow-yolov3
yolov3 tensorflow
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-
github.com github.com
-
microsoft/MMdnn
microsoft deep learning
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github.com github.com
-
Target to achieve 20 fps of vehicle/pedestrian detection(Fast R-CNN) on TX2 via TensorRT
tensorrt for TX2 flatform
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github.com github.com
-
Image classification with NVIDIA TensorRT from TensorFlow models.
tensorrt for image classification
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-
github.com github.com
-
TensorFlow models accelerated with NVIDIA TensorRT
Nvidia AI-IOT for tf_trt models
-
-
jkjung-avt.github.io jkjung-avt.github.io
-
TensorFlow/TensorRT Models on Jetson TX2
tensorrt model conveter
-
- Jan 2019
-
github.com github.com
-
python计算机视觉
pythoN
-
-
www.jeremyjordan.me www.jeremyjordan.me
-
Jeremy Jordan Thoughts, ideas, and new things I've le
good blog for ai
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lilianweng.github.io lilianweng.github.io
-
Object Detection for Dummies Part 1: Gradient Vector, HOG, and SS
object detection 系列
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-
cloud.tencent.com cloud.tencent.com
-
CNN 模型压缩与加速算法综述
模型压缩和加速
-