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knightofdawn's Projects

elasticsearch-image icon elasticsearch-image

Content Based Image Retrieval Plugin for Elasticsearch. It allows users to index images and search for similar images.

electron-microscopic-image-segmentation-using-deep-learning icon electron-microscopic-image-segmentation-using-deep-learning

Reconstructing Electron Microscopic(EM) image stacks of mouse brain tissue requires many hours of manual annotation and proofreading, which increases the need for automatic image segmentation methods. The purpose of this work is to conduct automatic segmentation using state-of-the-art deep learning tools available like Tensorflow to train a U-Net architectured neural network to predict the probability of a pixel in the EM image representing a cell boundary membrane. We used a dataset containing 356 EM image stacks with annotations provided. Currently, the tensorflow based network runs on a single Cooley node and work will continue to evaluate the results.

face-mask-detection icon face-mask-detection

Face Mask Detection using NVIDIA Transfer Learning Toolkit (TLT) and DeepStream for COVID-19

face2face-demo icon face2face-demo

pix2pix demo that learns from facial landmarks and translates this into a face

face_classification icon face_classification

Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

face_detection_caffe2 icon face_detection_caffe2

This is an implementation of "Towards a Deep Learning Framework for Unconstrained Face Detection " (arxiv 2016) in caffe

face_recognition icon face_recognition

The world's simplest facial recognition api for Python and the command line

faceac icon faceac

人脸识别扫描（活体检测功能，眨眼、摇头、点头），身份证认证

faceattribute icon faceattribute

Six face attributes predication from a single face image (Toy Project)

facedetect icon facedetect

Face detection with convolutional neural networks in TensorFlow.

facenet_trt icon facenet_trt

NVIDIA TensorRT implementation for facenet with pre-trained Inception-ResNet v1 SavedModel/Ckpt and MTCNN Networks

faceswap-gan icon faceswap-gan

A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.

facial_dl icon facial_dl

The project is to recognize spoofing attack of faces using a normal flat camera without any extra sensors (such as depth, IR).

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