PTLFlow
Getting started:
Installation
Predict optical flow with a pretrained model
Run validation on a model
Train an existing model
Predicting optical flow on test datasets
Using config files
Model Benchmarking
Changes from PTLFlow v0.3 to v0.4
Models:
List of available models
Checkpoint List
Datasets:
List of supported datasets
Results:
Accuracy - EPE
Accuracy - EPE and Fl-All
Model benchmark
Paper/PTLFlow metrics
Result plots
Customizing:
Adding a new model
Adding a new dataset
API:
train_dataset and val_dataset
scripts
infer.py
train.py
validate.py
model_benchmark.py
summary_metrics.py
ptlflow.models
ptflow.data
ptlflow.utils
PTLFlow
scripts
train.py
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train.py