Page Index - jenhaoyang/ml_blog GitHub Wiki

241 page(s) in this GitHub Wiki:

• Home
• activation function
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• Batch Normalization
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• best practice
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• cfg解析
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• code
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• cross validation
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• darknet docker
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• darknet onnx converter
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• darknet to ONNX, pytorch
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• darknet weights converter
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• data version control簡介
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• Dataset
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• Debug 教學
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• Deep SORT
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• DeepStream
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• docker 安裝opencv python
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• extension
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• Gaussian Mixture Models and EM
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• github專案
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• Install dlib
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• Kalman and Bayesian Filters資源
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• License Plate Detection and Recognition in Unconstrained Scenarios
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• Lung CT
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• Lung Nodule
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• markdown編輯器
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• metrics說明
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• MLPerf
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• Multiple Object Tracking
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• One Shot Multi Object Tracking Overview
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• opencv build from source
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• opencv darknet
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• opencv dnn with gpu
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• opencv docker with gpu
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• opencv with cuda
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• opencv, PIL, Pytorch, skimage差異
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• opencv顯示伺服器影像(舊)
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• python 版darknet
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• python 緩存機制 functools.lru_cache
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• Pytorch yolo
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• pytorch 使用動態shape輸出onnx
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• Pytorch 建立resnet
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• Ray Casting Algorithm 判斷點在形狀裡面或是外面point in polygon (PIP) problem
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• Ray server
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• read write bytes string image
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• RedisAI
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• ResUNet
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• segmentation 種類
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• Selective Search
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• side project
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• SimpleITK
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• sort : SIMPLE ONLINE AND REALTIME TRACKING
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• SORT追蹤實作參考
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• Unet Family
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• unit test deep learning
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• useful magic function
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• VarGFaceNet
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• Vision Transformers
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• weight解析與layer實作
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• yolo cfg 解析
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• yolo python
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• yolo to ONNX
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• yolov2
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• YOLOv4
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• 【MOT】对FairMOT深度解析
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• 【MOT】详解SORT与卡尔曼滤波算法
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• 互動式3D影像
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• 使用GPU進行推論(inference)
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• 切割資料集
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• 利用rabbitmq進行偵測
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• 卡爾曼濾波
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• 取出coco dataset的一部分類別
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• 可視度評估
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• 多機訓練
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• 安裝
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• 安裝Pytorch遇到no space left
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• 安裝tensorflow1.x
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• 實作ResNet
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• 實作yolov1
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• 實作yolov3
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• 將jupyter notebook 轉py檔進行版控
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• 將影片變成RTSP串流
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• 將資料夾內的圖片變成影片讀取
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• 工具
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• 影片
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• 找不到libopencv_highgui.so
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• 攝影機重新連線
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• 數學符號
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• 書籍
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• 模型視覺化
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• 機器學習系統設計參考
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• 機率分布書
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• 演算法DEMO
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• 理解Darknet
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• 用Xserver顯示遠端ubuntu server的matplotlib畫面
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• 監視系統
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• 直觀理解Resnet
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• 相關論文整理
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• 知乎專欄
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• 研討會
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• 筆記
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• 範例
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• 簡單Conv net
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• 紅綠燈論文
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• 紅綠燈資料集
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• 網站
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• 繪圖
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• 肺部CT相關
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• 複製大型array
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• 視覺化理解numpy
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• 訓練資料分割訓練和驗證集
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• 課程
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• 論文
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• 讀取照片
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• 貝葉思
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• 資料集
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• 資源
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• 醫療AI比賽
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• 重新開機後無法使用gpu
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• 閱讀論文
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• 非同步偵測
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