MINTIME-Multi-Identity-size-iNvariant-TIMEsformer-for-Video-Deepfake-Detection

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Error, when predict video in examples

1

Thank for your kindness! When I run : python3 predict.py --video_path ./examples/fake_1_face_0.mp4 --model_weights ./MINTIME_XC_Model_checkpoint30 --extractor_weights ./MINTIME_XC_Extractor_checkpoint30 --config config/size_invariant_timesformer.yaml error occurs: Custom features extractor weights loaded. /opt/data2/p/fake_face/MINTIME/predict.py:352: UserWarning: Creating a tensor...

robingong

I tested the model on my custom test set using line python3 predict.py --video_path fakes/qwkhktdtjj.mp4 --model_weights ./pretrained_model_weights/MINTIME_XC_Model_checkpoint30 --extractor_weights ./pretrained_model_weights/MINTIME_XC_Extractor_checkpoint30 --config config/size_invariant_timesformer.yaml --extractor_model 1 But it gives me this error /usr/local/lib/python3.10/dist-packages/torchvision/transforms/_functional_video.py:6:...

AyeshaMalikAyesha

custom video error

1

Hi while running customized video of my file i am getting this error pred, identity_attentions, aggregated_attentions, identities, frames_per_identity = predict(opt.video_path, clustered_faces, config, opt) File "/home/pradeep/MINTIME-Multi-Identity-size-iNvariant-TIMEsformer-for-Video-Deepfake-Detection/predict.py", line 393, in predict videos,...

pradeepkc11

video run error

1

File "/home/pradeep/MINTIME-Multi-Identity-size-iNvariant-TIMEsformer-for-Video-Deepfake-Detection/predict.py", line 555, in pred, identity_attentions, aggregated_attentions, identities, frames_per_identity = predict(opt.video_path, clustered_faces, config, opt) File "/home/pradeep/MINTIME-Multi-Identity-size-iNvariant-TIMEsformer-for-Video-Deepfake-Detection/predict.py", line 393, in predict videos, size_embeddings, mask, identities_mask, positions, tokens_per_identity = generate_masks(video_path, identities,...

pradeepkc11

Detection rate；research direction

1

Hello! May I ask: 1) what is the approximate detection rate（frames per second） of the system you designed？ 2) why are there still many papers that have not considered multiple...

liyanou224

What is a good parameter set for face detection?

1

I set thresholds=[0.35, 0.45, 0.45] but there are still some faces not detected for the validation dataset in ForgeryNet, is there a way to still run the test.py with some...

yuntianlong2002

About the question for poor performance

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Hello, you guys did a very good deepfake video detection. But if you encounter some questions, I would like to ask you to help answer them: I successfully ran through,...

lijiayonghere

Pre-trained Model Weights for EfficientNet

2

hello @davide-coccomini, thank you for your work. are there plans to release the pre-trained weights for other models? such as the EfficientNet model.

hellogeraldblah

Hi! I cloned your repo and set up the environment. However, I could not find any pretrained weights for: - --model_weights - --extractor_weights Could you please share download links for...

SonamSingh061

Dear author/maintainer, > > I am currently working with your MINTIME project for my research, but I found that all the public links to the model weights (including Google Drive,...

lmh528