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Qin Ren's Projects

deoldify icon deoldify

A Deep Learning based project for colorizing and restoring old images (and video!)

dsmil-wsi icon dsmil-wsi

DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image

mae icon mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

minimal-light icon minimal-light

A simple and elegant Jekyll theme for an academic personal homepage

mmselfsup icon mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

piq icon piq

Measures and metrics for image2image tasks. PyTorch.

pytorch-grad-cam icon pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs and Vision Transformers. Examples and applications for classification, object detection, segmentation, explaining image similarity and more.

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

ssl_cr_histo icon ssl_cr_histo

Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medical Image Analysis (MedIA) Journal, Oct, 2021.

unilm icon unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

visualizer icon visualizer

assistant tools for attention visualization in deep learning

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