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