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accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

ai-resources

Important machine learning / deep learning / Image Processing resources. blogs | courses | articles | tutorials | repositories | books | competition links

algorithm-visualizer

:fireworks:Interactive Online Platform that Visualizes Algorithms from Code

annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

arelu

AReLU: Attention-based-Rectified-Linear-Unit

automl

Google Brain AutoML

autorccar

OpenCV Python Neural Network Autonomous RC Car

awesome-capsule-networks

A curated list of awesome resources related to capsule networks

awesome-cv

:page_facing_up: Awesome CV is LaTeX template for your outstanding job application

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

bagan

Keras implementation of Balancing GAN (BAGAN) applied to the MNIST example.

bdd100k-models

Model Zoo of BDD100K Dataset

bonet

Hand Pose Estimation for Pediatric Bone Age Assessment

brainchop

Brainchop.org: In-browser 3D MRI segmentation

braintumorclassification

Classification of presence of brain tumor in 2D and 3D modeling

brats-mgmt-classification

bringing-old-photos-back-to-life

Bringing Old Photo Back to Life (CVPR 2020 oral)

capsgnn

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

classification_models

Classification models trained on ImageNet. Keras.

clear-diffusion-keras

Implementation of denoising diffusion models with schedules, improved sampling, and other extensions using Keras.

cs231n.github.io

Public facing notes page

curriculum_vitae

My personal Curriculum Vitae and Resume

dad-3dheads

Official repo for DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image (CVPR 2022).

darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

data-scraping

Information Scraping with Python

deblurgan

Image Deblurring using Generative Adversarial Networks

deep-learning-for-medical-applications

Deep Learning Papers on Medical Image Analysis

deep-neural-networks-healthcare

Tangible and Practical Deep Learning Projects Repository for Healthcare such as Cancer, Drug Discovery, Genomic and More