Logging images to Tables with references

tables_logging.py

# First table/ table for first iteration/epoch
original_table = ... # format [id, wandb.Image object, ...]
artifact.add(original_table, "my_table")

# Log the table as artifact. (optionally)Log the same table in dashboard if you want to
run.log_artifact(artifact)
run.log({"my_table": original_table})

# Use the logged artifact to get the reference of table
run.use_artifact(artifact)
artifact.wait()
table_ref = artifact.get('my_table')

# Construct new table images from the reference of the original table
for i in epoch:
     table = ...
     table.add(id, wandb.Image(table_ref[index][1], boxes=boxes, classes=class_set))
     artifact.add(table, "my_table")
     wandb.log_artifact(artifact)