pytorch_dev

This is my deep learning projects with pytorch

sample_nets: I implemented the network directly using pytorch. -Pyramid net implement

• ResNet implement
• Spatial Transformer net implement

sleep_detect: Implement Android-only applications that detect drowsy drivers

• reference to my blog: https://ys-cs17.tistory.com/24

top_detect: Real-time deep learning with top detection implement

• EfficientDet ver
• SSD-lite ver
• YOLOv3 ver

tutorials: It's my playground

facial_age_classifier: Implement faicial age classifier

• ResNet ver
• EfficientNet ver
• data from kaggle facial age data

car_distance_recognition: Implement car distance recognition on 2d images using yolov5

• Must run with python 3.8 version

Landmark_classifier: Implement Landmark classifier on DACON dataset using efficientnet

• Data by https://www.dacon.io/competitions/official/235585/overview/