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accelerate

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

alphanet

AlphaNet Improved Training of Supernet with Alpha-Divergence

attentivenas

code for "AttentiveNAS Improving Neural Architecture Search via Attentive Sampling"

awesome-beamer

Creating presentation slides by using Beamer in LaTeX.

awesome-explainable-ai

A collection of research materials on explainable AI/ML

awesome-latex-drawing

Drawing Bayesian networks, graphical models, tensors, and technical frameworks and illustrations in LaTeX.

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

bm-nas

BM-NAS: Bilevel Multimodal Neural Architecture Search (AAAI 2022 Oral)

cnn-people-detect

Detecting pedestrians using convolutional neural networks (CNNs).

cnns-tests-jupyter-notebooks

compilador

Compilador is a mini compiler that can detect errors in manipulations, done by users on monitoring systems industrial. The system must analyze the trace of tasks a posteriori performed on the HMI to generate an audit report, the output of the compiler will be a finite state machine where the states represent the components of the manipulated HMI and the transitions represent the actions that the user has performed on these component

coptim-dnn-hw

DNN-DVFS-Coptim: Co-Optimization of DNN and Hardware Configurations on Edge GPUs (DSD 2022)

deep-learning-models

Keras code and weights files for popular deep learning models.

donkeycar

Open source hardware and software platform to build a small scale self driving car.

eenets.pytorch

Pytorch implementation of EENets

efficient-ai-backbones

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

efficient-kan

An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).

encas

NAS + Cascades

german-traffic-sign-recognition

Deep neural networks and convolutional neural networks to classify German traffic signs.

hadas

HADAS: Hardware-aware Dynamic Neural Architecture Search for Performance Scaling (DATE 2023)

harmonic-nas

Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices (ACML 2023)

jaad

Annotation data for JAAD (Joint Attention in Autonomous Driving) Dataset

jedi

Jetson embedded platform-target deep learning inference acceleration framework with TensorRT

jetson-inference

Guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

jetson-nano-pretrained-models-tests

jetsonpower

Framework for energy monitoring and measurement on NVIDIA Jetson boards

keras-resnet

Residual networks implementation using Keras-1.0 functional API

kerastotensorrt

This is a simple demonstration for running Keras model model on Tensorflow with TensorRT integration(TFTRT) or on TensorRT directly without invoking "freeze_graph.py".

lemma-app

A mobile social networking platform "lemma" adapted for family use.

libvirt_qemu-kvm

an interactive program in Python using the libvirt API to manage virtual machines created with KVM / QEMU.