Cristand

learning_research

本人的科研经验

MobileSAM

This is the official code for MobileSAM project that makes SAM lightweight for mobile applications and beyond!

sam-hq

Segment Anything in High Quality [NeurIPS 2023]

mmpretrain

OpenMMLab Pre-training Toolbox and Benchmark

MedSAM

Segment Anything in Medical Images

SparK

[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

Medical-SAM-Adapter

Adapting Segment Anything Model for Medical Image Segmentation

awesome-active-learning

Everything you need about Active Learning (AL).

finetune-anything

Fine-tune SAM (Segment Anything Model) for computer vision tasks such as semantic segmentation, matting, detection ... in specific scenarios

SAM4MIS

SAM & SAM 2 for Medical Image Segmentation: Open-Source Project Summary

SAMed

The implementation of the technical report: "Customized Segment Anything Model for Medical Image Segmentation"

encord-active

The toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling.

TinySAM

Official PyTorch implementation of "TinySAM: Pushing the Envelope for Efficient Segment Anything Model"

micro-sam

Segment Anything for Microscopy

ffn

Flood-Filling Networks for instance segmentation in 3d volumes.

Awesome-Semi-Supervised-Semantic-Segmentation

A summary of recent semi-supervised semantic segmentation methods

MA-SAM

PyTorch implementation for MA-SAM

KCF

Source code for "high-speed tracking with kernelized correlation filters"

Mem3D

TypiClust

Active Learning on a Budget - Opposite Strategies Suit High and Low Budgets

BiaPy

Open source Python library for building bioimage analysis pipelines

lsd

🌈

Detect-AnyShadow

Official PyTorch implementation for TCSVT 23 "Detect Any Shadow: Segment Anything for Video Shadow Detection"

KCF

python implementation of "high-speed tracking with kernelized correlation filters"

DA-ISC

Domain Adaptive Mitochondria Segmentation via Enforcing Inter-Section Consistency

fastmorph

Multilabel and Grey 3D morphological image processing functions. Dilate, Erode, Opening, Closing.

CebraEM

SALEM2

SALEM^2: Segment Anything in Light and Electron Microscopy via Membrane Guidance

sam-hq

Segment Anything in High Quality (in 3D Volume?)

MMAAPP

Mostly Mean Affinity Agglomeration and Post-Processing