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peternara's Projects

exclusively-dark-image-dataset icon exclusively-dark-image-dataset

Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the largest collection of low-light images taken in very low-light environments to twilight (i.e 10 different conditions) to-date with image class and object level annotations.

executor-clip-encoder icon executor-clip-encoder

Encoder that embeds documents using either the CLIP vision encoder or the CLIP text encoder, depending on the content type of the document.

faceboxes icon faceboxes

FaceBoxes: A CPU Real-time Face Detector with High Accuracy

facenet-pytorch icon facenet-pytorch

Pretrained Pytorch face detection (MTCNN) and recognition (InceptionResnet) models

facenet-pytorch-vggface2-triplet-loss icon facenet-pytorch-vggface2-triplet-loss

A PyTorch implementation of Google's FaceNet [1] paper for training a facial recognition model with Triplet Loss and an implementation of the Shenzhen Institutes of Advanced Technology's 'Center Loss' [2] combined with Cross Entropy Loss using the VGGFace2 dataset. A pre-trained model using Triplet Loss is available for download.

facerecognition-triplet-loss icon facerecognition-triplet-loss

Face recognition using triplet loss, implementing FaceNet with pytorch.人脸识别项目,提供一个小型数据集用作验证,使用三元组损失函数(Triplet loss)提升准确率和泛化能力,对FaceNet进行了一种实现。

faiss_kmeans_spam-gpu icon faiss_kmeans_spam-gpu

Bert-server と Faiss を利用した大規模データ(spam-mail text)の高速クラスタリング

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