FKgk

deepspeech.pytorch

Speech Recognition using DeepSpeech2.

ml-design-patterns

Source code accompanying O'Reilly book: Machine Learning Design Patterns

ml-system-design-pattern

System design patterns for machine learning

cml

♾️ CML - Continuous Machine Learning | CI/CD for ML

krsh

A declarative KubeFlow Management Tool

pytorch-mobilenet-v3

MobileNetV3 in pytorch and ImageNet pretrained models

Dynamic-convolution-Pytorch

Pytorch!!!Pytorch!!!Pytorch!!! Dynamic Convolution: Attention over Convolution Kernels (CVPR-2020)

examples

Example deep learning projects that use wandb's features.

Awesome-Visual-Transformer

Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)

sam

SAM: Sharpness-Aware Minimization (PyTorch)

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

vision_transformer

sam

HRNet-Image-Classification

Train the HRNet model on ImageNet

pytorch_image_classification

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet

awesome-image-classification

A curated list of deep learning image classification papers and codes

my-klas

pullgo-server

copy-paste-aug

Copy-paste augmentation for segmentation and detection tasks

awesome-mlops

:sunglasses: A curated list of awesome MLOps tools

VarifocalNet

VarifocalNet: An IoU-aware Dense Object Detector

DetectoRS

DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution

SmallObjectAugmentation

Simple implementation of augmentation for small object detection

Swin-Transformer-Object-Detection

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Object Detection and Instance Segmentation.

studio

Component based analytics studio on the web browser

semantic-segmentation-tutorial-pytorch

A simple PyTorch codebase for semantic segmentation using Cityscapes.

pytorch-msssim

PyTorch differentiable Multi-Scale Structural Similarity (MS-SSIM) loss

pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

Swin-Transformer-Semantic-Segmentation

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.