coding (1) coding_skill (1) model_practice (1) opt_practice (3) practice (4) review (5) review_cls (4) review_det (1) selected (3) test (1)

 coding (1)

Python Coding Style

 coding_skill (1)

Python Coding Style

 model_practice (1)

Tech notes of implementation of YOLO V3

 opt_practice (3)

Comparison of loss functions of YOLO, SSD, RetinaNet
Overview of optimizers for DNN: when and how to choose which optimizer
Hyper-parameters tuning practices: learning rate, batch size, momentum, and weight decay

 practice (4)

Comparison of loss functions of YOLO, SSD, RetinaNet
Tech notes of implementation of YOLO V3
Overview of optimizers for DNN: when and how to choose which optimizer
Hyper-parameters tuning practices: learning rate, batch size, momentum, and weight decay

 review (5)

Review of ResNet Family: from ResNet to ResNeSt
Review of Inception from V1 to V4
Review of YOLO: drawback and improvement from v1 to v3
Review of AlexNet
Review of LeNet-5: How to design the architecture of CNN

 review_cls (4)

Review of ResNet Family: from ResNet to ResNeSt
Review of Inception from V1 to V4
Review of AlexNet
Review of LeNet-5: How to design the architecture of CNN

 review_det (1)

Review of YOLO: drawback and improvement from v1 to v3

 selected (3)

Review of YOLO: drawback and improvement from v1 to v3
Review of LeNet-5: How to design the architecture of CNN
Overview of optimizers for DNN: when and how to choose which optimizer

 test (1)

Test markdown