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aai_fy21_datascience_basics

AAI Sweden training FY21 - Data Science Basics

academic-kickstart

📝 Easily create a beautiful website using Academic, Hugo, and Netlify

ai-platform-samples

Official Repo for Google Cloud AI Platform

asam

Implementation of ASAM: Adaptive Sharpness-Aware Minimization for Scale-Invariant Learning of Deep Neural Networks, ICML 2021.

cadtransformer

[CVPR 2022]"CADTransformer: Panoptic Symbol Spotting Transformer for CAD Drawings", Zhiwen Fan, Tianlong Chen, Peihao Wang, Zhangyang Wang

cutout

2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552

data-efficient-video-transformer

menovideo: pytorch library for video action recognition and video understanding

data2text-plan-py

dft-road-data-accidents-analytics

Exploratory analytics on UK DfT road data accidents

docker-ipython-graphlab-create

Dockerized IPython and GraphLab Create for Machine Learning Course

dotfiles

:wrench: .files, including ~/.macos — sensible hacker defaults for macOS

embedded-neural-network

collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning

epinions_annoreview_dataset

Epinions Annotated Reviews Dataset

fashionrec-1

flask-video-streaming

Supporting code for my article on video streaming with Flask.

grounded-segment-anything

Grounded-SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

gupt

A Privacy Preserving Data Mining Platform

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

homepage-new

horovod

Distributed training framework for TensorFlow, Keras, and PyTorch.

image_manipulation_detection

Paper: CVPR2018, Learning Rich Features for Image Manipulation Detection

lightning-sam

Fine-tune Segment-Anything Model with Lightning Fabric.

mallet

mmaction2

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

morpheus

Morpheus brings the leading graph query language, Cypher, onto the leading distributed processing platform, Spark.

natural-language-summary-generation-from-structured-data

Implementation of the paper -> https://arxiv.org/abs/1709.00155. For converting information present in the form of structured data into natural language text

notebooks

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

ocr-sam

Combining MMOCR with Segment Anything & Stable Diffusion. Automatically detect, recognize and segment text instances, with serval downstream tasks, e.g., Text Removal and Text Inpainting

opencypher-morpheus-examples

openrefine

OpenRefine is a free, open source power tool for working with messy data and improving it