[WIP] add folder for active loop experiment #100

ekellbuch · 2023-06-30T15:43:03Z

Add folder for active loop experiments

…pose into active_loop

…ogic

…ubgroup of vids and the rest frames in th active learning pool. For different mthods, we drop different frames. So we cannot keep the exactly same active learning pool for different methods

…tion into yaml config

…ints

…pose into active_loop

ekellbuch and others added 30 commits June 30, 2023 11:40

add folder for active loop experiment

f39bbe8

add notes from brainstorming session.

dad3996

add notes from brainstorming session with sample folder structure.

53a714b

add loop to test on eval files

67a85c4

add active loop functions and demo files

5b23846

update readme

2440bc9

update default calls to iteration 1 in active loop codebase

219f423

remove unnecessary code

d245373

run codebase

b74a412

add tags to wandb call

7249ca6

minor spacing change

e05f8fc

add fast_dev_run options

ae6edd6

update active run id

c6cf6e1

add manual_step to predict_dataset to make computations on heatmap

e1ec698

update readme to include random baseline

15eaa30

Add config for Haotian Device

40646e2

Remove heat_map=True in trainer.predict, as it doesn't have this arg

487d296

manual_step for export_predictions_and_labeled_video function

189e6c7

change manual_step: Optional[str] to manual_step: Optional[bool]

e4f9643

updat readme to include project baselines

a6ae1fd

add uncertainty baseline

acb60a7

demo ensemble

b8abb14

demo ensemble yaml

16fc98e

bash script to train many models

fbc4479

Prediction file for heatmap

6d90791

Merge branch 'active_loop' of https://github.com/ekellbuch/lightning-…

3fec5d8

…pose into active_loop

Add functions for three active_learning methods

10a52e2

All function needs argments only from configuration

775b979

Delete code to save csv in local runtime (csv only for code test)

2d319c7

neat for heatmap prediction

5a568c1

HaotianXiangsti added 30 commits September 20, 2023 18:48

I change the way of how to get the same starting frames. Change the l…

355a9ba

…ogic

I change the way of how to get the same starting frames. Change the l…

8e95cf4

…ogic

Add a function to find common frames between the frames in the same s…

cb98db2

…ubgroup of vids and the rest frames in th active learning pool. For different mthods, we drop different frames. So we cannot keep the exactly same active learning pool for different methods

add parameters for vids_select and frames sample

6405da3

add lines to automatic run the pipeline everytime

0c98bab

change all hardcoded parameters in vids_select and frames sample func…

0362264

…tion into yaml config

add a dummy csv file with only 200 frames

c73b327

add print funct for non random function to print training set size

7961096

add print funct for non random function to print training set size

5e93b7d

change the CollectData_new into OOD data

f5ea44f

add extra flag for wandb

19ccb2b

cheng the comment of how to calculate number of sampled frames

da28e61

cahnge method to heatmap variance

525be39

add testcode for sampling func in test file

f064aac

add more test func to test active_pipeline in Unitest

1305edf

add more

74e5e71

change the heatmap var number equal to number of keypoints

03a618a

change the number of heatmap var corresponding to the number of keypo…

9a4a05f

…ints

Merge branch 'active_loop' of https://github.com/ekellbuch/lightning-…

b53a628

…pose into active_loop

change the test csv

6ea6703

change uncompatible probelm between torch and torchaudio

35f4236

change test csv file path

e81c26b

change active yaml file path

3162aaa

all methods start from the same ckpt in the first iteration.

f6ba810

Merge branch 'active_loop' of https://github.com/ekellbuch/lightning-…

9adc8ad

…pose into active_loop

all methods start from the same ckpt in the first iteration.

efe242d

change active yaml file path

4157976

change active yaml file path

e4898b8

Add description for the active learning pipeline.

ed7f77c

Add description for the active learning pipeline.

6ae9f80

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[WIP] add folder for active loop experiment #100

[WIP] add folder for active loop experiment #100

ekellbuch commented Jun 30, 2023

[WIP] add folder for active loop experiment #100

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[WIP] add folder for active loop experiment #100

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ekellbuch commented Jun 30, 2023