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acceleratinglargemodelnotebooksfortmls2023

This repository was created to add code examples to be used alongside the workshop "Accelerating Large Models In Production" presented at Toronto Machine Learning Summit 2023 by James Cameron.

aeguitareffect

cdcgan-keras

Conditional Deep Convolutional GAN

comicprinter

A receipt printer repurposed to print comic strips

dalleepaperframe

AI generated art on an e-paper display

deep-person-reid

Torchreid: Deep learning person re-identification in PyTorch.

deepstream_python_apps

DeepStream SDK Python bindings and sample applications

deepstream_reference_apps

Samples for TensorRT/Deepstream for Tesla & Jetson

dm-count

Code for NeurIPS 2020 paper: Distribution Matching for Crowd Counting.

epipolarpose

Self-Supervised Learning of 3D Human Pose using Multi-view Geometry (accepted to CVPR2019)

fastwhisper

This is an optimized implementation of OpenAI's Whisper for multilingual transcription.

figr

Few-shot Image Generation with Reptile

gluon-cv

Gluon CV Toolkit

homebridge-accessory-apcupsd

An apcusbd accessory plugin for Homebridge: https://github.com/nfarina/homebridge

howtodeploymentnotebooksfortmls2022

This repository was created to add code examples to be used alongside the workshop "Bringing an AI system from proof of concept to deployment" presented at Toronto Machine Learning Summit 2022 by James Cameron.

learnable-triangulation-pytorch

This repository is an official PyTorch implementation of the paper "Learnable Triangulation of Human Pose" (ICCV 2019, oral). Proposed method archives state-of-the-art results in multi-view 3D human pose estimation!

machinelearningalgorithms

pycwt

A Python module for continuous wavelet spectral analysis. It includes a collection of routines for wavelet transform and statistical analysis via FFT algorithm. In addition, the module also includes cross-wavelet transforms, wavelet coherence tests and sample scripts.

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

rear

Relax-and-Recover - Linux bare metal disaster recovery and system migration solution (cfr. mksysb, ignite)

retinanet-examples

Fast and accurate object detection with end-to-end GPU optimization

scaled-yolov4-tensorrt

Got 100fps on TX2. Got 500fps on GeForce GTX 1660 Ti. If the project is useful to you, please Star it.

singan

spin

Repository for the paper "Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop"

teensy_loader_cli

Command line Teensy Loader

tensorrt

TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.

tensorrtx

Implementation of popular deep learning networks with TensorRT network definition API

tme4025databaseprj

Database component

tme4025esp8266prj

tme4025tcpserverprj

TCP Server Component