Comments (1)
woohee-yang
commented on June 30, 2024
config
==== Dataset & Transform ====
dataset: MaskBaseDataset
augmentation: AutoAugmentation
resize: [
256,
192
]
valid_ratio: 0.2
balanced_split: true
sampler: ImbalancedSampler
age_drop: True
==== Training ====
seed: 42
max_epochs: 30
batch_size: 48
valid_batch_size: 64
optimizer: AdamW
lr: 0.001
criterion: focal
scheduler: cosine
lr_decay_step: 20
log_interval: 50
inference score
| f1-score | accuracy |
|---|---|
| 0.6637 | 75.2540 |
from level1-imageclassification-cv-10.
Related Issues (20)
- [REFACT] datasets 내부에 있는 augmentation code 관련된 코드 분리
- [FEAT] multi-head 모델 drop_age, mislabel data 적용
- [FEAT] RMSPROP optimizer 추가
- [FIX] multi_train.py augmentation class 경로 수정 필요 HOT 1
- [FEAT] 소규모 모델들 실험 HOT 1
- [FEAT] RandAugment 이용해 성능이 좋은 Augmentation 찾기 HOT 1
- [FEAT] Loss(Cross Entropy, Focal Loss) 실험 HOT 1
- [FEAT] ConvNeXt 모델 추가 및 실험
- [FEAT] train & validation folder split
- [FEAT] Add Confusion Matrix in wandb
- [FEAT] yolo, rembg 관련 기능 추가 및 실험 HOT 3
- [FEAT] vit, swin transformer 추가 HOT 1
- [FEAT] Add cutmix and mixup code HOT 1
- [FEAT] multi-head 추가 실험
- [FEAT] Cutmix/Mixup smooth label 구현 HOT 1
- [FIX] 코드 모듈화 및 가독성 위한 문서화
- [FEAT] hard-voting / soft-voting 앙상블 실험
- [FEAT] pretrained models 를 기반으로 ensemble 하는 코드
- [FEAT] Stacking / Soft Voting / Hard Voting Ensemble 실험
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from level1-imageclassification-cv-10.