Konquer your Mind

R3DCNN. this project implements the hand gesture recognition algorithm introduced in paper online detection and classification of dynamic hand gestures with recurrent 3d convolutional neural networks

PinSage-tf2.0. [WIP] an implement of PinSage recommender system

Caffe2-C-demo. Show how to use Caffe2 in C++ through a simple LeNet sample project

YOLOv3-tf2.0. YOLOv3 implemented with tensorflow 2.0

DeeplabV3-tf2.0. This project implements the SOTA image segmentation algorithm deeplab V3+ with tensorflow 2.0

c3d. this project implements action recognition algorithm proposed in C3D: Generic Features for Video Analysis with esimator of Tensorflow

GCN-tf2.0. this project implements graph convolutional networks with tensorflow 2.0

deepid. deep face recognition algorithm

2DFAN4. an implement of 2DFAN4 facial landmarker algorithm with caffe2 (pytorch)

YOLOWrapper. this project implements a friendly C++ wrapper for YOLOv3

GODIVA. this project implements text2video algorithm introduced in paper [GODIVA: Generating open-doain videos from natural descriptions](https://www.arxiv-vanity.com/papers/2104.14806/)

glow-flow. OpenAI's Glow implemented with Tensorflow 2.0.

2DFAN4-tf2.0. an implement of 2DFAN4 facial landmarker algorithm with tensorflow 2.0

Quantitative-Trading-Demo. This project shows how to do quant trade with abupy and vnpy

OCR-tf2. this project implements text area detection and OCR

MOCO-tf2. This project implements constrastive learning algorithm MOCO with tensorflow 2.0

EOSDACRandom. A random number generator smart contract.

Caffe2-C-LSTM-demo. A demo about how to create a recurrent network with LSTM operator

resnet18-34. the project implements the missing resnet18 and resnet34 model from tf.keras.applications.

deeplandmark. deep facial landmarker detector

GeoConGAN. This project implement the 3d hand joint detection algorithm GeoConGAN

EagerExecutionDemo. The project gives an example on how to use eager execution to train mnist model and serve it for production purpose

self-supervised-few-shot-medical-image-segmentation. the project implements few-shot image segmentation algorithm introduced in paper "self-supervision with superpixels: training few-shot medical image segmentation without annotation" with TF2

wavenet-tf2.0. this project implements a wavenet with tensorflow 2.0

CVAE-tfp. simple conditional variational autoencoder implemented with TFP

FuturesEnvironment. This project implements an tf-agent environment of futures market

MTCNN-serving-tf2.0. This project implements the serving code of MTCNN facial detection

mathocr-tf2.0. implement of manual written math expression recognition algorithm base on [Multi-Scale Attention with Dense Encoder for Handwritten Mathematical Expression Recognition](https://arxiv.org/pdf/1801.03530.pdf)

ODENet. This project implements a simple demo of ODENet

LAPGAN-pt. this project implements algorithm LAPGAN for high resolution image generation introduced in paper Deep Generative Image Models using a Laplacian Pyramid of Adversarial Networks.

CANet-tf2. this project implements algorithm proposed in paper "CANet: Class-Agnostic Segmentation Networks with Iterative Refinement and Attentive Few-Shot Learning".

DALL-E-tf2. [WIP] this project implements txt2image algorithm introduced in paper [zero-shot text-to-image generation](https://arxiv.org/abs/2102.12092)

FacialEulerAnglesEstimator. This project implements a utility to detect and estimate euler angles of faces

tfgnn_example. Python

SpatialTransformLayer-tf2.0. This project implements the spatial transform layer for automatical localization of objects from input images

Tacotron2-tf2. [WIP]This project reimplements tacotron2 TTS algorithm with tensorflow 2

Face-Recognizer. A face recognizer implement with Dlib and OpenCV3 libraries.

TFAgentsDemo. This demo shows how a reinforcement learning problem is solved by tensorflow agents

chemdfm-infer. Python

DASR-tf2. Python

elasticsearch_rag. Python

MemoryAssignment. This project try to solve memory assignment problem

YOLOv4-tf2. YOLOv4 implemented with tensorflow 2

openpose-serving-tf2.0. This project implement the serving code of human pose estimation for [project](https://github.com/michalfaber/keras_Realtime_Multi-Person_Pose_Estimation)

RAG-chatglm. Python

potential_prediction. Python

MDSR-tf2. Python

YOLOv5-tf2. this project implements YOLOv5 with tensorflow 2

vector_augmentation. the project is to do data augmentation to vectors with VAE

WGAN-tf2. this project implements the improved Wasserstein GAN with tensorflow 2

PlantarPressureBasedGaitRecognition. This tentative project is an attempt to recognize identity from continuous plantar pressure data

CycleGAN-tf2. This project implements CycleGAN with tensorflow 2.0

MTCNN-tf2.0. [WIP] an implement of MTCNN facial detection algorithm

DTSpeechPreprocessor. This project provides a preprocessor to convert DT Speech to M-AILABS speech dataset format

FlowBasedGenerativeModel. This project is a clean refactor of the project [here](https://github.com/ericjang/normalizing-flows-tutorial). The project demos the usage of tensorflow's tfp.bijectors api in implementing a simple flow-based generative model.

chatbot-with-Transformer. an implement of chatbot with Transformer

FaceDetection. A Wrapper of Dlib's MMOD facial detector