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Sizheng Guo's Projects

3d-brain-segmentation icon 3d-brain-segmentation

This is a repository containing code to Paper "Optimized High Resolution 3D Dense-U-Net Network for Brain and Spine Segmentation" published at MDPI Applied sciences journal - https://www.mdpi.com/2076-3417/9/3/404 .

dgcat icon dgcat

Towards Robust Adversarial Training via Dual-label Geometry Dispersion

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

focuscut icon focuscut

The official PyTorch implementation of oral paper "FocusCut: Diving into a Focus View in Interactive Segmentation" in CVPR 2022.

grounded-segment-anything icon grounded-segment-anything

Marrying Grounding DINO with Segment Anything & Stable Diffusion & BLIP & Whisper - Automatically Detect , Segment and Generate Anything with Image, Text, and Speech Inputs

isegformer icon isegformer

iSegFormer: Interactive Video/Volume Segmentation using Vision Transformers

iterm2-color-schemes icon iterm2-color-schemes

Over 250 terminal color schemes/themes for iTerm/iTerm2. Includes ports to Terminal, Konsole, PuTTY, Xresources, XRDB, Remmina, Termite, XFCE, Tilda, FreeBSD VT, Terminator, Kitty, MobaXterm, LXTerminal, Microsoft's Windows Terminal, Visual Studio, Alacritty

painter icon painter

[CVPR 2023] A Generalist Painter for In-Context Visual Learning (https://arxiv.org/abs/2212.02499)

python icon python

All Algorithms implemented in Python

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

sam-mmrotate icon sam-mmrotate

SAM (Segment Anything Model) for generating rotated bounding boxes with MMRotate, which is a comparison method of H2RBox-v2.

segment-anything icon segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

segpgd icon segpgd

unofficial implement of paper "SegPGD: An Effective and Efficient Adversarial Attack for Evaluating and Boosting Segmentation Robustness"

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