usuyama

pytorch-unet

Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation

ePillID-benchmark

ePillID Dataset: A Low-Shot Fine-Grained Benchmark for Pill Identification (CVPR 2020 VL3)

emacs-like-key-bindings-windows

System-wide Emacs-like/Mac-like key-bindings on Windows 10 using AutoHotKey

coleridge_ner

AlphaPose

Real-Time and Accurate Multi-Person Pose Estimation&Tracking System

AzureML-BERT

End-to-end recipes for pre-training and fine-tuning BERT using Azure Machine Learning service

blue_benchmark_with_transformers

Implementation of the BLUE benchmark with Transformers. The details of our pre-training procedure can be found in https://arxiv.org/abs/2005.07202.

CLAP

Contrastive Language-Audio Pretraining

clinicalBERT

repository for Publicly Available Clinical BERT Embeddings

DeepLearningExamples

Deep Learning Examples

Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

devutils

fast-MPN-COV

@CVPR2018: Efficient unrolling iterative matrix square-root normalized ConvNets, implemented by PyTorch (and code of B-CNN,Compact bilinear pooling etc.) for training from scratch & finetuning.

FocalNet_scratch

gradio

Create UIs for your machine learning model in Python in 3 minutes

hi-ml

HI-ML toolbox for deep learning for medical imaging and Azure integration

HIPT

Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

Humpback-Whale-Identification-Challenge-2019_2nd_palce_solution

Kaggle Humpback Whale Identification Challenge 2019 2nd place code

IgakuQA

Megatron-LM

Ongoing research training transformer language models at scale, including: BERT & GPT-2

misc

ocr_papers

open_clip

An open source implementation of CLIP.

powerful-benchmarker

A PyTorch library for benchmarking deep metric learning. It's powerful.

sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

Survey_of_Deep_Metric_Learning

A comprehensive survey of deep metric learning and related works

TennisVideoAnalysis

Video analysis tool for tennis

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

trl

Train transformer language models with reinforcement learning.

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.