| |
| |
| |
| |
| 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 |
|
|
