zcdliuwei
Machine Learning Research Engineer Master of Probability and Statistics
Small DesignHangZhou in China
Pinned Repositories
DataAugmentationForObjectDetection
Data Augmentation For Object Detection
deep_learning_object_detection
A paper list of object detection using deep learning.
DeepLabV3_Plus-Tensorflow2.0
DeepLabV3+ implemented in TensorFlow2.0
DeepLearningExamples
Deep Learning Examples
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
imgaug
Image augmentation for machine learning experiments.
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
tensorflow-yolov4-tflite
YoloV4 Implemented in Tensorflow 2.0. Convert .weights to .pb and .tflite format for tensorflow and tensorflow lite.
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
yolov3-tf2
YoloV3 Implemented in Tensorflow 2.0
zcdliuwei's Repositories
zcdliuwei/deep_learning_object_detection
A paper list of object detection using deep learning.
zcdliuwei/handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
zcdliuwei/object-detection-tensorrt-example
Running object detection on a webcam feed using TensorRT on NVIDIA GPUs in Python.
zcdliuwei/DeepLearningExamples
Deep Learning Examples
zcdliuwei/advanced-applied-deep-learning
Source Code for 'Advanced Applied Deep Learning' by Umberto Michelucci
zcdliuwei/awesome-data-comp-solution
数据科学/人工智能比赛解决方案汇总
zcdliuwei/awesome-tensorflow-2
👉 Tensorflow 2.x resources such as tutorial, blog, code and videos
zcdliuwei/Centernet-Tensorflow2.0
Tensorflow2.0下运行目标检测网络Centernet(基于see--的keras-centernet)
zcdliuwei/daguan_2019_rank9
达观信息提取比赛第九名代码
zcdliuwei/Data-Competition-TopSolution
Data competition Top Solution 数据竞赛top解决方案开源整理
zcdliuwei/deep-learning-nlp-notes
深度学习和NLP随笔
zcdliuwei/DeepLearning-500-questions
深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系scutjy2015@163.com 版权所有,违权必究 Tan 2018.06
zcdliuwei/efficientnet
EfficientNets snapshot
zcdliuwei/EfficientNet-tensorflow-eager
reimplement efficientnet use tf.keras tf2.0
zcdliuwei/efficientnet-tf2
A reusable implementation of EfficientNet in TensorFlow 2.0 and Keras
zcdliuwei/GPT2-Chinese
Chinese version of GPT2 training code, using BERT or BPE tokenizer.
zcdliuwei/knowledge-driven-dialogue-lic2019-rank5
2019语言与智能技术竞赛第5名方案
zcdliuwei/lihang-code
《统计学习方法》的代码实现
zcdliuwei/MachineLP-CodeFun
MachineLP CodeFun
zcdliuwei/ml-mastery-zh
:book: [译] MachineLearningMastery 博客文章
zcdliuwei/ML-NLP
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。
zcdliuwei/nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
zcdliuwei/OUCML
zcdliuwei/Projects
Data Science Portfolio
zcdliuwei/risk-talk
风控、实时计算、技术框架、架构方案、Groovy规则引擎、规则决策
zcdliuwei/ssd_keras-1
Port of Single Shot MultiBox Detector to Keras
zcdliuwei/TensorFlow2.0_SSD
A tensorflow_2.0 implementation of SSD (Single Shot MultiBox Detector) .
zcdliuwei/tf_unet
Generic U-Net Tensorflow implementation for image segmentation
zcdliuwei/Video-classification-with-knowledge-distillation
Video classification, youtube8m, Knowledge distillation, Tensorflow, NeXtVLAD
zcdliuwei/YOLOv3-model-pruning
对 YOLOv3 做模型剪枝(network slimming),对于COCO、Udacity、PascalVOC数据集中的车辆检测(因项目需要),模型剪枝后的参数量减少 80%,Infer 的速度达到原来 2 倍,mAP 基本不变