AI Agent Skills

DeepMind's Tacotron-2 Tensorflow implementation

Building a Real-time Hand-Detector using Neural Networks (SSD) on Tensorflow

A simple baseline for 3d human pose estimation in tensorflow. Presented at ICCV 17.

A Framework for Encrypted Machine Learning in TensorFlow

Scalable data processing for ML workloads. Streaming execution across CPU/GPU, supports Parquet/CSV/JSON/images. Integrates with Ray Train, PyTorch, TensorFlow. Scales f…

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

A Kitti Road Segmentation model implemented in tensorflow.

TensorFlow Implementation of Unsupervised Cross-Domain Image Generation

A toolbox for deep learning model deployment using C++ YoloX | YoloV7 | YoloV8 | Gan | OCR | MobileVit | Scrfd | MobileSAM | StableDiffusion

A tensorflow implementation of "Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in Network", a deep learning based Single-Image Sup…

A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain

SiamFC tracking in TensorFlow.

A simple, minimal wrapper for tensorflow's seq2seq module, for experimenting with datasets rapidly

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有te…

Kafka-ML: connecting the data stream with ML/AI frameworks (now TensorFlow and PyTorch!)

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumP…