|
13 | 13 | from dlclive import benchmark_model_by_size |
14 | 14 |
|
15 | 15 | # Update the datafolder to where the data is: |
16 | | -datafolder='/your/path/to/data/here' |
| 16 | +datafolder = "/your/path/to/data/here" |
17 | 17 |
|
18 | | -n_frames = 1000 #change to 10000 for testing on a GPU! |
| 18 | +n_frames = 1000 # change to 10000 for testing on a GPU! |
19 | 19 | pixels = [2500, 10000, 40000, 160000, 320000, 640000] |
20 | 20 |
|
21 | | -dog_models = glob.glob(datafolder + '/dog/*[!avi]') |
22 | | -dog_video = glob.glob(datafolder + '/dog/*.avi')[0] |
23 | | -mouse_models = glob.glob(datafolder + '/mouse_lick/*[!avi]') |
24 | | -mouse_video = glob.glob(datafolder + '/mouse_lick/*.avi')[0] |
| 21 | +dog_models = glob.glob(datafolder + "/dog/*[!avi]") |
| 22 | +dog_video = glob.glob(datafolder + "/dog/*.avi")[0] |
| 23 | +mouse_models = glob.glob(datafolder + "/mouse_lick/*[!avi]") |
| 24 | +mouse_video = glob.glob(datafolder + "/mouse_lick/*.avi")[0] |
25 | 25 |
|
26 | 26 | this_dir = os.path.dirname(os.path.realpath(__file__)) |
27 | | -#storing results in /benchmarking/results: (for your PR) |
28 | | -out_dir = os.path.normpath(this_dir + '/results') |
| 27 | +# storing results in /benchmarking/results: (for your PR) |
| 28 | +out_dir = os.path.normpath(this_dir + "/results") |
29 | 29 |
|
30 | 30 | for ind_m, m in enumerate(dog_models): |
31 | 31 | print("\n\nMODEL {:d} / 8".format(ind_m)) |
32 | | - benchmark_model_by_size(m, dog_video, ind_m, out_dir=out_dir, n_frames=n_frames, pixels=pixels) |
| 32 | + benchmark_model_by_size( |
| 33 | + m, dog_video, ind_m, out_dir=out_dir, n_frames=n_frames, pixels=pixels |
| 34 | + ) |
33 | 35 |
|
34 | | -offset=ind_m+1 |
| 36 | +offset = ind_m + 1 |
35 | 37 |
|
36 | 38 | for ind_m, m in enumerate(mouse_models): |
37 | 39 | print("\n\nMODEL {:d} / 8".format(ind_m)) |
38 | | - benchmark_model_by_size(m, mouse_video, ind_m + offset, out_dir=out_dir, n_frames=n_frames, pixels=pixels) |
| 40 | + benchmark_model_by_size( |
| 41 | + m, |
| 42 | + mouse_video, |
| 43 | + ind_m + offset, |
| 44 | + out_dir=out_dir, |
| 45 | + n_frames=n_frames, |
| 46 | + pixels=pixels, |
| 47 | + ) |
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