Skip to content

DLC 3.0 - Function to export PyTorch models #2800

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
MMathisLab merged 16 commits into from
Dec 3, 2024
Merged

DLC 3.0 - Function to export PyTorch models #2800

Changes from 1 commit
Commits
Show all changes
16 commits
Select commit Hold shift + click to select a range
5d50a77
first implementation of pytorch model export
n-poulsen Dec 2, 2024
2eff726
use loader pose_task
n-poulsen Dec 2, 2024
441cf44
updated userguide
n-poulsen Dec 2, 2024
a481353
Merge branch 'pytorch_dlc' into niels/torch_export_model
n-poulsen Dec 2, 2024
93f2162
Merge branch 'pytorch_dlc' into niels/torch_export_model
n-poulsen Dec 2, 2024
0c80c4b
added test; modularized code
n-poulsen Dec 2, 2024
96458c5
improve tests
n-poulsen Dec 2, 2024
874fc4d
improved tests; implemented iteration for export function.
n-poulsen Dec 2, 2024
4ea2980
bug fix
n-poulsen Dec 2, 2024
95ef0f7
ux improvements
n-poulsen Dec 2, 2024
6b522e0
fix typing
n-poulsen Dec 2, 2024
24aa17c
improved docs
n-poulsen Dec 2, 2024
3d6bafe
more general model prefix
n-poulsen Dec 3, 2024
73d4b6e
lazy-load train/test split
n-poulsen Dec 3, 2024
c3ead4e
isort + black
n-poulsen Dec 3, 2024
20191df
isort + black
n-poulsen Dec 3, 2024
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
Prev Previous commit
Next Next commit
use loader pose_task
  • Loading branch information
@n-poulsen
n-poulsen committed Dec 2, 2024
commit 2eff726bb5ddebf7d50297d424cf83707320830f
9 changes: 4 additions & 5 deletions deeplabcut/pose_estimation_pytorch/apis/export.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -79,12 +79,11 @@ def export_model(
modelprefix=modelprefix,
)

# FIXME(niels): use loader.pose_task when integrated
pose_task = Task(loader.model_cfg["method"])

if snapshotindex is None:
snapshotindex = loader.project_cfg["snapshotindex"]
snapshots = utils.get_model_snapshots(snapshotindex, loader.model_folder, pose_task)
snapshots = utils.get_model_snapshots(
snapshotindex, loader.model_folder, loader.pose_task
)

if len(snapshots) == 0:
raise ValueError(
Expand All @@ -93,7 +92,7 @@ def export_model(
)

detector_snapshots = [None]
if pose_task == Task.TOP_DOWN:
if loader.pose_task == Task.TOP_DOWN:
if detector_snapshot_index is None:
detector_snapshot_index = loader.project_cfg["detector_snapshot_index"]
detector_snapshots = utils.get_model_snapshots(
Expand Down