david8862's repositories
keras-YOLOv3-model-set
end-to-end YOLOv4/v3/v2 object detection pipeline, implemented on tf.keras with different technologies
tf-keras-stacked-hourglass-keypoint-detection
end-to-end Stacked Hourglass Networks pipeline for single-object keypoint estimation, implemented on tf.keras
tf-keras-deeplabv3p-model-set
end-to-end DeepLab V3+ semantic segmentation pipeline, implemented with tf.keras
Object-Detection-Evaluation
Evaluation tool for object detection models
tf-keras-simple-baselines-keypoint-detection
end-to-end Simple Baselines pipeline for single-object keypoint estimation, implemented on tf.keras
tf-keras-image-classifier
end-to-end CNN image classification pipeline, implemented on tf.keras
command-words-recognition-keras
Speech recognition of command words using Keras and Tensorflow2
Conv-VAD
A packaged convolutional voice activity detector for noisy environments.
DTLN
Tensorflow 2.x implementation of the DTLN real time speech denoising model. With TF-lite, ONNX and real-time audio processing support.
face_landmark_factory
These are a set of tools using OpenCV, Tensorflow and Keras, with which you can generate your own model of facial landmark detection and demonstrate the effect of newly-generated model easily.
five-video-classification-methods
Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow
gpt-2-tensorflow2.0
OpenAI GPT2 pre-training and sequence prediction implementation in Tensorflow 2.0
images_annotation_programme
Online web tool for image annotation (Pascal VOC format used in Image Recognition)
intent_detection_and_slot_filling
intent detection and slot filling 意图识别与槽填充联合模型
keras-CenterNet
CenterNet (Objects as Points) implementation in Keras and Tensorflow
MobileFaceNet_Pytorch
MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification on Mobile Devices
mtcnn
MTCNN face detection implementation for TensorFlow, as a PIP package.
mycroft-precise
A lightweight, simple-to-use, RNN wake word listener
pointnet-keras
Keras implementation for Pointnet
tensorflow
An Open Source Machine Learning Framework for Everyone
triton
Triton Inferece Server Model Config and Client Scripts
TTS
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
yolact
A simple, fully convolutional model for real-time instance segmentation.