kaggle cowboy

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8th:[Training]MMDetection+CascadeRCNN+Weight&Bias

Cowboy outfits detection MMDetection+CascadeRCNN+Weight&Bias

References:

 Preparation of MMDetection Config

sixxtools/split_dataset_sixx copy.py

Python
Shell

다운로드 checkpoint

https://download.openmmlab.com/mmdetection/v2.0/cascade_rcnn/cascade_rcnn_r50_fpn_1x_coco/cascade_rcnn_r50_fpn_1x_coco_20200316-3dc56deb.pth

General Training Settings

Python

Configure Datasets for Training and Evaluation

Python

Setting Metric for Evaluation

Python

Prepare the Pre-processing & Augmentation Pipelines

또 다른 데이터 Augmentation 전략을 선택할수 있다.

Python

WandB(Weights & Biases) Integration

Experiment Tracking 과 Logging을 위해 WandB와 연결함.

Python

Training and Evaluation

Experiment Tracking and Logging with Weights & Biases

 Inference

Inference and Visualize Output

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onesixx

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