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State-of-the-art 2D and 3D Face Analysis Project

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The goal of this PR is to make the code more Pythonic by utilizing Python with statements, and concise by using `np.mean`.

Hello, I got an error in insightface package of retinaFace. ``` import insightface model = insightface.model_zoo.get_model('retinaface_r50_v1') model.prepare(ctx_id=-1, nms=0.4) ``` error: AttributeError: 'NoneType' object has no attribute 'prepare'

"we attach a video with high-resolution rotating rendered mesh results, which showcases the quality and accuracy of the texture completion and geometric details acquisitio" thanks for your wonderful work! BTW.,...

Everything is on the title :D

With lower version of Pytorch(1.6.0 for example), problem occurs when using exported ONNX model to inference with a dynamic input. `2022-07-19 17:04:28.618850992 [E:onnxruntime:, sequential_executor.cc:333 Execute] Non-zero status code returned while...

Hello! I know this might be a stupid question, but i'm really strugling to understand. I have an implementation of a ViT and i want to train it with ArcFace...

In arcface, is there any difference set no_bias=True or False? ```python In recognition/arcface_mxnet/train.py fc7 = mx.sym.FullyConnected(data=nembedding, weight=_weight, no_bias=True, num_hidden=config.num_classes, name='fc7') ```

Hi team, I have problem when make in retinaface. ![image](https://user-images.githubusercontent.com/87979189/181710046-e23b54a6-2f61-454e-a6ba-4ae372f8f119.png)

I want to finetune the arcface with the ms1mv3, but I have only one gpu. How to load all weight into softmax layer from rank_0_softmax_weight.pt to rank_7_softmax_weight.pt ?