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TheDenk
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cogvideox-2b-controlnet-hed-v1

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Safetensors
English
cogvideox
video-generation
video-to-video
controlnet
Model card Files Community
1
YAML Metadata Warning: The pipeline tag "video-to-video" is not in the official list: text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, text2text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, audio-text-to-text, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-text, image-to-image, image-to-video, unconditional-image-generation, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, multiple-choice, text-ranking, text-retrieval, time-series-forecasting, text-to-video, image-text-to-text, visual-question-answering, document-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text, keypoint-detection, visual-document-retrieval, any-to-any, other

ComfyUI

ComfyUI-CogVideoXWrapper supports controlnet pipeline. See an example file.

How to

Clone repo 

git clone https://github.com/TheDenk/cogvideox-controlnet.git
cd cogvideox-controlnet

Create venv 

python -m venv venv
source venv/bin/activate

Install requirements

pip install -r requirements.txt

Inference examples

Inference with cli 

python -m inference.cli_demo \
    --video_path "resources/car.mp4" \
    --prompt "car is moving among mountains" \
    --controlnet_type "hed" \
    --base_model_path THUDM/CogVideoX-2b \
    --controlnet_model_path TheDenk/cogvideox-2b-controlnet-hed-v1

Inference with Gradio 

python -m inference.gradio_web_demo \
    --controlnet_type "hed" \
    --base_model_path THUDM/CogVideoX-2b \
    --controlnet_model_path TheDenk/cogvideox-2b-controlnet-hed-v1

Acknowledgements

Original code and models CogVideoX.

Contacts

Issues should be raised directly in the repository. For professional support and recommendations please [email protected].

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