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amazon-sagemaker-endpoint-deployment-of-fastai-model-with-torchserve

Deploy FastAI Trained PyTorch Model in TorchServe and Host in Amazon SageMaker Inference Endpoint

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

awesome-mlops

A curated list of references for MLOps

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

computervision-recipes

Best Practices, code samples, and documentation for Computer Vision.

craft-pytorch

Official implementation of Character Region Awareness for Text Detection (CRAFT)

deep-reinforcement-learning-book

書籍「つくりながら学ぶ！深層強化学習」のサポートリポジトリです

deeplearningexamples

Deep Learning Examples

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

drtmo_unofficial_pytorch

Unofficial pytorch Version of Deep Reverse Tone Mapping (SIGGRAPH ASIA'2017)

enlightengan

[Preprint] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang

fairseq-image-captioning

Transformer-based image captioning extension for pytorch/fairseq

first_try

gpt-3

GPT-3: Language Models are Few-Shot Learners

hdrcnn

HDR image reconstruction from a single exposure using deep CNNs

hdrnet-pytorch

Unofficial PyTorch implementation of 'Deep Bilateral Learning for Real-Time Image Enhancement', SIGGRAPH 2017 https://groups.csail.mit.edu/graphics/hdrnet/

kind

Kindling the Darkness: a Practical Low-light Image Enhancer

lambda-networks

Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute

mask_rcnn_pytorch

Mask R-CNN for object detection and instance segmentation on Pytorch

mbllen

Code for “MBLLEN: Low-light Image/Video Enhancement Using CNNs”, BMVC 2018.

mlopsmanufacturing

Demonstrate samples and good engineering practice for operationalizing machine learning solutions.

mmediting

OpenMMLab Image and Video Editing Toolbox

mmtracking

OpenMMLab Video Perception Toolbox. It supports Single Object Tracking (SOT), Multiple Object Tracking (MOT), Video Object Detection (VID) with a unified framework.

mprgdeeplearninglecturenotebook

nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

noise2noise

Noise2Noise: Learning Image Restoration without Clean Data - Official TensorFlow implementation of the ICML 2018 paper

noise2noise-pytorch

PyTorch Implementation of Noise2Noise (Lehtinen et al., 2018)

opencv-gui-parameter-tuner

Building a GUI tool to find the right parameters visually and quickly, for various Computer Vision algorithms

oscar

Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks

pfrl

PFRL: a PyTorch-based deep reinforcement learning library