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IronMan's Projects

switchable-normalization icon switchable-normalization

Code for Switchable Normalization from "Differentiable Learning-to-Normalize via Switchable Normalization", https://arxiv.org/abs/1806.10779

tdkd icon tdkd

Task Decoupled Knowledge Distillation For Lightweight Face Detectors

teaching-where-to-look icon teaching-where-to-look

Official Implementation of the ECCV 22 paper, "Teaching Where to Look: Attention Similarity Knowledge Distillation for Low Resolution Face Recognition".

tenas icon tenas

[ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, Zhangyang Wang

tensorwatch icon tensorwatch

Debugging, monitoring and visualization for Python Machine Learning and Data Science

text-to-motion icon text-to-motion

Official implementation for "Generating Diverse and Natural 3D Human Motions from Texts."

textbrewer icon textbrewer

A PyTorch-based knowledge distillation toolkit for natural language processing

tf-nas icon tf-nas

TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search (ECCV2020)

thexp icon thexp

An useful torch tool for your ml experiment.

tide icon tide

A General Toolbox for Identifying Object Detection Errors

torch-cam icon torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM)

torch-scope icon torch-scope

A Toolkit for Training, Tracking, Saving Models and Syncing Results

torch-toolbox icon torch-toolbox

[Active development]ToolBox to make using Pytorch much easier.

torchcv icon torchcv

A PyTorch-Based Framework for Deep Learning in Computer Vision

torchdistill icon torchdistill

A Modular, Configuration-Driven Framework for Knowledge Distillation

torchelie icon torchelie

Torchélie is a set of utility functions, layers, losses, models, trainers and other things for PyTorch.

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