Datasets:
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ee2574f | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 | # Reconstructed from the retained mPLUG-2 generation scripts and configs.
# This documents the settings used for the released semantic prompts; it is
# not a guarantee of bit-for-bit regeneration because the original processed
# frame snapshot and filesystem ordering are not redistributed.
caption_model:
name: mPLUG-2
upstream_repository: https://github.com/X-PLUG/mPLUG-2
task: video_captioning
checkpoint: mPLUG2_MSVD_Caption.pth
checkpoint_description: MSVD-finetuned video-captioning checkpoint
visual_encoder: ViT-L-14
text_encoder: bert-large-uncased
visual_input:
modality: RGB_frames_only
frames_per_clip: 16
sampling: uniformly_spaced_over_available_stored_frame_list
frame_filename_order_explicitly_sorted: false
resolution: 224
normalization:
mean: [0.48145466, 0.4578275, 0.40821073]
std: [0.26862954, 0.26130258, 0.27577711]
decoding:
method: deterministic_beam_search
beam_size: 5
minimum_length: 4
maximum_length: 20
length_penalty_alpha: 0.6
random_seed: 42
postprocessing:
configured_prompt: "a video of"
note: >-
A leading "a video of" phrase was removed from decoded output when it was
present. The semantic_prompt column contains the resulting caption.
retained_generation_entry_points:
AVE:
script: video_caption_mplug2_AVE.py
config: configs_video/VideoCaption_AVE.yaml
Kinetics-Sounds:
script: video_caption_mplug2_VGGsound.py
config: configs_video/VideoCaption_Ksound.yaml
VGGSound100:
script: visualencoder_mplug2_VGGSound.py
config: configs_video/VideoCaption_VGGsound.yaml
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