noame12 / explainable_attention_based_deepfake_detector Goto Github PK View Code? Open in Web Editor NEW 10.0 10.0 3.0 73.05 MB A Deepfake detector based on hybrid EfficientNet CNN and Vision Transformer archietcture. The model is explainable by rendering a heatmap visualization of the Transformer Relevancy / Attention map. Python 100.00% deepfake-detection explainable-ai explainable-artificial-intelligence transformer vision-transformer Introduction ยท People ยท Discuss
CSV file not consistent with face images from the samples drive I was finally able to get the explain_model.py running and found that the names of the images are not consistent with the names in the csv file
Difference between two repos? Hey Noame12, Curious as to the differences between this repo and the one described here: https://github.com/noame12/Explanable_Efficient_ViT_DFD_Large_emb_dim Great work by the way - visualizations are often key to understanding and developing more advanced detection mechanisms!
Running explanation visualization process When I run python explain_model.py I keep getting import errors. Currently I have an import error for "crop"
Vue.js ๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
javascript JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Machine learning Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Facebook We are working to build community through open source technology. NB: members must have two-factor auth.