Comments (1)
Hi, thank you for your interest in our code.
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The CSIM is exactly the same as the identity loss in our code which calculates the cosine similarity on the identity embedding extracted from the aligned gt and pred portraits.
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The AKD is the L1 similarity between the 68 facial keypoints extracted from the gt and pred portraits using face_alignment tools.
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The APD and AED are the L1 similarity between the pose and expression coefficients extracted from gt and pred portraints using DeepFaceRecon. We use the original weight, instead of their update in 2023.4. Specifically, the expression coefficients are 64 digits from here, and the pose coefficients are the concatenation of rotation and translation.
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Our FID code adopted the one from pytorch-fid. The metric is computed on the images rendered from camera points in the testset with their ground truths.
For any further questions, please feel free to contact me.
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Related Issues (20)
- How to transfer expression from target img to source img HOT 11
- Quantitative Evaluation HOT 12
- Difference between code and paper HOT 1
- ERROR:torch.distributed.elastic.multiprocessing.api:failed (exitcode: -9) local_rank: 0 (pid: 150437) of binary: /data1/anconda3/envs/otavatar/bin/python HOT 2
- When do you plan to upload the data preprocessing script? HOT 1
- Could you please upload the remaining preprocessing scripts?
- Can you please tell on what operating system is this code running ? HOT 1
- How to makes face animation with specified image HOT 4
- About downloading processed data HOT 2
- Question about 'FaceTrainer' object has no attribute 'net_G_module'
- question about emotion code , ws_stdv HOT 4
- No arcface_resnet18.pth found in arcface-pytorch HOT 1
- question about data.utils.process_camera_inv HOT 1
- About training consumption and inference speed HOT 1
- License file HOT 1
- Makes face animation with specified image HOT 3
- About requirement.yaml
- Multi-GPU trainning error (RuntimeError: module must have its parameters and buffers on device cuda:0 (device_ids[0]) but found one of them on device: cuda:3) HOT 1
- Pretrained model batchsize and gpus HOT 1
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