Open robrao opened 6 years ago
python object_detection/model_main.py --pipeline_config_path=models/model/ssdlite_mobilenet_v2_coco.config --train_dir=train
May work...
Need to move model.ckpt
out of models/model/ssd_.. into /models/model (automate)
Loss decreasing but evaluation returning no values (investigate)
Training always killed even with unlimited evalutions (investigate)
Add tensorboard image evaluation result to training aspect of model_lib, and input image visualization
Evaluation has tensorbard scalars for classification loss, localization loss, total loss, and DetectionBoxes Recall and Precision. These should be available during training as well.
Eval metrics come from coco_evaluation.get_estimator_eval_metric_ops, after retrieved put into tf.estimator.EstimatorSpec
. Do something similar for training?
Why classification loss, and localization loss decreasing over time?
Console AP and AR don't change, always 0s