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faiss

A library for efficient similarity search and clustering of dense vectors.

fastbook

Draft of the fastai book

fastchat

The release repo for "Vicuna: An Open Chatbot Impressing GPT-4"

faster_rcnn_for_open_images_dataset_keras

Faster R-CNN for Open Images Dataset by Keras

featexp

Feature exploration for supervised learning

flask-keras-restful-api

一个简单的搭建图像识别imagenet的flask后端API的方式，修改了全局model load的方式，使用nginx搭配Gunicorn启动Flask增加了模型推理的速度，使用虚拟环境搭配sh的启动方式，可以直接对model进行一键重启，并有错误日志监控。有问题，欢迎联系我。

focal-loss-implement-on-tensorflow

The implementation of focal loss proposed on "Focal Loss for Dense Object Detection" by KM He and support for multi-label dataset.

focal-loss-keras

Focal Loss implementation in Keras

fractional-fourier-transform

Short Time Fractional Fourier Transform

frft2d

This is a package for calculating 2D fractional fourier transforms with NumPy.

full-reimplementation-of-unet

This is a full implementation of UNet using TensorFlow low level API, high level API and Keras

getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases.

gssnn

The implementation of our AAAI 2020 paper "GSSNN: Graph Smoothing Splines Neural Network".

hpa-competition-solutions

Team original solutions for the Human Protein Atlas image classification competition

humble-yolo

A minimal YOLO V1 implementation using Keras

imageprocessing_in_python

Image Data Analysis Using Python - Part 1 Table of Contents : Part 1 Importing images and observe it’s properties Splitting the layers Greyscale Using Logical Operator on pixel values Masking using Logical Operator Satellite Image Data Analysis Image Data Analysis Using Python - Part 2 Table of Contents : Part 2 Intensity Transformation Convolution Segmentation Vectorization Image Compression

kaggle-hpa

Code for 3rd place solution in Kaggle Human Protein Atlas Image Classification Challenge.

kaggle-humpback

Code for 3rd place solution in Kaggle Humpback Whale Identification Challenge.

keras-attention-mechanism

Attention mechanism Implementation for Keras.

keras-fewshotlearning

Some State-of-the-Art few shot learning algorithms in tensorflow 2

keras-idiomatic-programmer

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

keras-resnet

Residual networks implementation using Keras-1.0 functional API

keras_insightface

Insightface Keras implementation

learn-datascience-for-free

lmflow

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Language Model for All.

lovaszsoftmax

Code for the Lovász-Softmax loss (CVPR 2018)

medical-ai-research-foundations

medical-image-registration

a project for developing registration tools with convolutional neural networks

merlion

Merlion: A Machine Learning Framework for Time Series Intelligence

mil.pytorch

PyTorch implementation of Multiple-instance learning