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Deep Learning For Tracking And Detection ⭐ 2,270

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

Fastai_deeplearn_part1 ⭐ 1,136

Notes for Fastai Deep Learning Course

Rl Book ⭐ 794

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

Switchable Normalization ⭐ 771

Code for Switchable Normalization from "Differentiable Learning-to-Normalize via Switchable Normalization", https://arxiv.org/abs/1806.10779

Flashtorch ⭐ 712

Visualization toolkit for neural networks in PyTorch! Demo -->

Deep Learning Wizard ⭐ 664

Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.

Pytorch For Numpy Users ⭐ 627

PyTorch for Numpy users. https://pytorch-for-numpy-users.wkentaro.com

Zero Dce ⭐ 622

Zero-DCE code and model

A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.

Csinva.github.io ⭐ 515

Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.

A library providing various existing GANs in PyTorch.

Fastai Ml Dl Notes Zh ⭐ 350

📖 [译] fast.ai 机器学习和深度学习中文笔记

Llama Cult And More ⭐ 323

Large Language Models for All, 🦙 Cult and More, Stay in touch !

A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.

[ICLR 2023] "More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity"; [ICML 2023] "Are Large Kernels Better Teachers than Transformers for ConvNets?"

Pysurvival ⭐ 214

Open source package for Survival Analysis modeling

Pytorch.github.io ⭐ 207

The website for PyTorch

Pytorch Aarch64 ⭐ 191

PyTorch wheels (whl) & conda for aarch64 / ARMv8 / ARM64

Cppdocs ⭐ 181

PyTorch C++ API Documentation

Awesome Super Resolution ⭐ 149

A curated list of awesome super-resolution resources.

Pix2pixbegan.pytorch ⭐ 138

A pytorch implementation of pix2pix + BEGAN (Boundary Equilibrium Generative Adversarial Networks)

Pytorch.docs ⭐ 122

Offline documentation built from official PyTorch release

Marketing Data Science Application ⭐ 108

Pytorch Onnx Tensorflow Pb ⭐ 82

Converting A PyTorch Model to Tensorflow pb using ONNX

Clara Train Examples ⭐ 77

Example notebooks demonstrating how to use Clara Train to build Medical Imaging Deep Learning models

Make pytorch and tensorflow two become one.

Ritchieng.github.io ⭐ 67

My personal repository of notes served through Github pages at http://www.ritchieng.com/

Code for "Generalised Implicit Neural Representations" (NeurIPS 2022).

Portraitseg ⭐ 45

Automatic portrait segmentation. 93% IoU. Status: Unsupported

Code Of Spark Big Data Business Trilogy ⭐ 42

This is code of book "Spark Big Data Business Trilogy"

Athnlp Labs ⭐ 38

Athens NLP Summer School Labs

No_frills_hoi_det ⭐ 32

A strong HOI Detection model without Frills!

Python_developer_tools ⭐ 31

论文复现，多机多卡

Beamdream ⭐ 28

Beyondml ⭐ 28

Software for developing sparse, performant, multitask artificial neural networks

Water Classifier Fastai ⭐ 26

Deploy your Flask web app classifier on Heroku which is written using fastai library.

Danet Keras ⭐ 24

keras-Dual Attention Network for Scene Segmentation

Intel Xai Tools ⭐ 23

Explainable AI Tooling (XAI). XAI is used to discover and explain a model's prediction in a way that is interpretable to the user. Relevant information in the dataset, feature-set, and model's algorithms are exposed.

Zénith is a multi-lingual cybersecurity AI NLP security verification chatbot in development that references the MITRE ATT&CK Framework, OSCP solution guides, and current cyber ops TTP to assist companies with the ongoing issue of ransomware attacks on their systems. Zenith is designed to source information from open-source intelligence platforms to relay situationally relevant intelligence and achieve cyber objectives through automated processes.

Dl Benchmark ⭐ 21

Deep Learning Inference benchmark. Supports Intel® Distribution of OpenVINO™ Toolkit, Caffe, TensorFlow, TensorFlow Lite, ONNX Runtime, OpenCV DNN, MXNet, PyTorch and Apache TVM

Baseline convolutional ASR system in PyTorch

Look4face ⭐ 19

Demo of Face Recognition web service

Reinvent2019pytorch ⭐ 18

Build, Test, and Tune Machine Learning Models with PyTorch

Pytorch Flask Starter ⭐ 18

🐍+🔥This project is aimed to help Pytorch machine learning developers to quickly build a Flask web app in a Docker container ready to be deployed.

Microbert ⭐ 17

A tiny BERT for low-resource monolingual models

Data Science Articles ⭐ 15

A collection of my data science articles published in Towards Data Science and Towards AI.

Deeprl Continuous Control ⭐ 14

Learning Continuous Control in Deep Reinforcement Learning

Face Recognition App Tutorial ⭐ 14

A face recognition web app powered by Facenet model using Flask, OpenCV, Heroku

Scimlbenchmarksoutput ⭐ 13

SciML-Bench Benchmarks for Scientific Machine Learning (SciML), Physics-Informed Machine Learning (PIML), and Scientific AI Performance

Arabic Poem Generator ⭐ 12

A PyTorch RNN model to generate Arabic poems

Radio Frequency Machine Learning with PyTorch

Neuraltexturesynthesis ⭐ 11

Code for "Stable and Controllable Neural Texture Synthesis and Style Transfer Using Histogram Losses"

Research ⭐ 11

Distributed Artificial Intelligence

Yolov5 Real Time Object Detection ⭐ 10

Real Time Object Detection using Yolov5 (custom or pre-trained model) deployed on web browser using Flask backend.

Targeted Adversarial Perturbations Monocular Depth ⭐ 9

PyTorch implementation of Targeted Adversarial Perturbations for Monocular Depth Predictions (in NeurIPS 2020)

Styletransfer ⭐ 8

A real-time image style transfer project based on AdaIn and VGG network , python flask as frontend and HTML5 as backend , project of AI Introduction, a course of Peking Unicersity

Encrypted_ai_finance ⭐ 8

Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning

Yolov3 Object Detection Rest Api ⭐ 8

An Object Detection Application using YOLOv3 (PyTorch and Django Implementation)

Multi View Image Classification ⭐ 8

This repository presents a couple of approaches to the problem of multi-view image classification. I faced this challenge during a hackathon in which I participated, and decided to share my code here. I've also written a Medium article to provides further details and explanations. Feel free to check it out !

Deeprl Navigation ⭐ 8

Deep Reinforcement Learning DQN on Unity ML Agent

Pycon2018 ⭐ 7

Code and Presentation for PyCon 2018

Kaggle Predict Future Sales ⭐ 7

Kaggle's Predict Future Sales competition project (TOP 15 solution as of March 2020)

Image Inpainting ⭐ 7

Image Inpainting for Irregular Holes Using Partial Convolutions

Aipnd Project ⭐ 7

AIML Programming with PyTorch

Deform_adaptive_unet ⭐ 7

Deform adaptive UNet for medical image segmentaion

End_to_end_image_classification_pipeline ⭐ 6

In-depth look at an image classification pipeline for your own dataset. https://goo.gl/BuL267

Image_classifier ⭐ 6

Identify flower species from an image

Ai For Trading ⭐ 6

Artificial Intelligence for Trading Nanodegree Projects

Flower Classifier Web ⭐ 5

Flower Classifier App is an image recognition app written in Python using Flask and PyTorch.

Object Detection Mobilenet Cv ⭐ 5

Real time Object detection giving all object detected : labels along with all bounding box predictions + Flask live hosted server

Awesome Yolov8 Models ⭐ 5

Easy-to-use finetuned YOLOv8 models.

The ultimate curation and content repo of all things Artificial Intelligence.

Neural Ngram ⭐ 5

Neural ngram language model in PyTorch.

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