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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.
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
LAVIS - A One-stop Library for Language-Vision Intelligence
YSDA course in Natural Language Processing
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment.
Experiments with Deep Learning
Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow
吴恩达《深度学习》系列课程笔记及代码 | Notes in Chinese for Andrew Ng Deep Learning Course
An implementation of iPhone X's FaceID using face embeddings and siamese networks on RGBD images.
A guide to document clustering in Python
Code and models of paper " ECO: Efficient Convolutional Network for Online Video Understanding", ECCV 2018
Arbitrary-Oriented Scene Text Detection via Rotation Proposals (TMM 2018)
Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.
A generic Mixture Density Networks (MDN) implementation for distribution and uncertainty estimation by using Keras (TensorFlow)
Implementation of "Overcoming catastrophic forgetting in neural networks" in Tensorflow
Implemented digit detector in natural scene using resnet50 and Yolo-v2. I used SVHN as the training set, and implemented it using tensorflow and keras.
A lightweight network for body/hand action recognition
[ICLR2024] The official implementation of paper "VDT: General-purpose Video Diffusion Transformers via Mask Modeling", by Haoyu Lu, Guoxing Yang, Nanyi Fei, Yuqi Huo, Zhiwu Lu, Ping Luo, Mingyu Ding.
Detect text in natural images with SSD, Single Shot Detection
A TensorFlow implementation of Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks (http://arxiv.org/pdf/1312.6082.pdf)
A combination of Autoencoder and Robust PCA
Machine learning to classify Malicious (Spam)/Benign URL's
Models for one class neural networks
DeepBeat: Multi-task deep learning for cardiac rhythm detection in wearable devices
Detects Malicious URL. Capable of using multiple models. Presented is an LSTM due to the %96 cross-val