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jenhaoyang edited this page Jun 30, 2021
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PyTorch-VisNet
https://github.com/JaniceLC/PyTorch-VisNet
編輯器
演講
圖片相關
optimization
部屬模型
Pytorch
TensorFlow
Numpy
Neural Network
醫療影像
Dataset
Jupyter Notebook
Note
- Pytorch 建立resnet
- cross validation
- 醫療AI比賽
- side project
- unit test deep learning
- segmentation 種類
- Vision Transformers
- Install dlib
python
OpenCV
- read write bytes string image
- opencv with cuda
- docker 安裝opencv python
- opencv顯示伺服器影像(舊)
- opencv darknet
- opencv dnn with gpu
- opencv docker with gpu
- 將資料夾內的圖片變成影片讀取
- 攝影機重新連線
- opencv build from source
- 找不到libopencv_highgui.so
Project
論文
Unet
ResNet
YOLO
- YOLOv4
- yolo to ONNX
- darknet weights converter
- yolo python
- darknet docker
- darknet onnx converter
- yolo cfg 解析
- python 版darknet
- 實作yolov1
- 實作yolov3
- Selective Search
- Pytorch yolo
- yolov2
- 取出coco dataset的一部分類別
- weight解析與layer實作
Darknet
參考專案
FaceRecognition
Debug
天氣影像偵測
Object Tracking
- Multiple Object Tracking
- Deep SORT
- One Shot Multi-Object Tracking Overview
- 【MOT】对FairMOT深度解析
- metrics說明
- 【MOT】详解SORT与卡尔曼滤波算法
- 卡爾曼濾波
- sort : SIMPLE ONLINE AND REALTIME TRACKING
- SORT追蹤實作參考
車牌辨識
紅綠燈辨識
資源
機器視覺
Machine Learning
RTSP
Nvidia Docker
Matplotlib
Kalman and Bayesian Filters
機率分布
機率分布書
演算法
Ray Casting Algorithm 判斷點在形狀裡面或是外面point-in-polygon (PIP) problem
機器學習
Mathematics for Machine Learning
Data Version Control
機器學習系統設計
ONNX
平台跑分: