FrigateNVR with realtime local object detection for IP cameras
Hyperopt Keras Cnn Cifar 100Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.
Signature RecognitionVerify the authenticity of handwritten signatures through digital image processing and neural networks.
ProbflowA Python package for building Bayesian models with TensorFlow or PyTorch
AgenderReal-time estimation of gender and age
Kemono puyo🐱 Take kemono pictures and lines up 3, then tanoshii
DragonA Computation Graph Virtual Machine Based Deep Learning Framework
NgraphnGraph has moved to OpenVINO
Tf SegnetSegNet-like network implemented in TensorFlow to use for segmenting aerial images
MagnolifyA collection of Magnolia add-on modules
Vision TransformerTensorflow implementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)
ProjectaiaiAiAi.care project is teaching computers to "see" chest X-rays and interpret them how a human Radiologist would. We are using 700,000 Chest X-Rays + Deep Learning to build an FDA 💊 approved, open-source screening tool for Tuberculosis and Lung Cancer. After an MRMC clinical trial, AiAi CAD will be distributed for free to emerging nations, charitable hospitals, and organizations like WHO 🌏 We will also release our pretrained models and weights as Medical Imagenet.
PpoProximal Policy Optimization implementation with TensorFlow
Label Reg(This repo is no longer up-to-date. Any updates will be at https://github.com/DeepRegNet/DeepReg/) A demo of the re-factored label-driven registration code, based on "Weakly-supervised convolutional neural networks for multimodal image registration"
Bert As ServiceMapping a variable-length sentence to a fixed-length vector using BERT model
Word Rnn TensorflowMulti-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow.
Rnn Handwriting GenerationHandwriting generation by RNN with TensorFlow, based on "Generating Sequences With Recurrent Neural Networks" by Alex Graves
NlpThis is where I put all my work in Natural Language Processing
DmtDisentangled Makeup Transfer with Generative Adversarial Network
SpeechlessSpeech-to-text based on wav2letter built for transfer learning
Deeper Traffic Lights[repo not maintained] Check out https://diffgram.com if you want to build a visual intelligence
Quantum LearningThis repository contains the source code used to produce the results presented in the paper "Machine learning method for state preparation and gate synthesis on photonic quantum computers".
Mfqev2.0Official repository of "MFQE 2.0: A New Approach for Multi-frame Quality Enhancement on Compressed Video", TPAMI 2019.
SleepeegnetSleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach
Deepaamake ASCII Art by Deep Learning
Nlp JourneyDocuments, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation),etc. All codes are implemented intensorflow 2.0.
Malware ClassificationTowards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine for Malware Classification
MagnetMAGNet: Multi-agents control using Graph Neural Networks
GpumonitorTF 2.x and PyTorch Lightning Callbacks for GPU monitoring
HerculesGaining advanced insights from Git repository history.
Neural kbqaKnowledge Base Question Answering using memory networks
Hands DetectionHands video tracker using the Tensorflow Object Detection API and Faster RCNN model. The data used is the Hand Dataset from University of Oxford.
Niftynet[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy