MingChen0919

MingChen0919's Stars

• TissueImageAnalytics/cerberus

  One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification

  Language:Python7812

• f/awesome-chatgpt-prompts

  This repo includes ChatGPT prompt curation to use ChatGPT better.

  Language:HTML114k15.6k

• brycedrennan/imaginAIry

  Pythonic AI generation of images and videos

  Language:Python8k450

• google-research/tuning_playbook

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

  27.6k2.3k

• poloclub/cnn-explainer

  Learning Convolutional Neural Networks with Interactive Visualization.

  Language:JavaScript8.2k1.2k

• mahmoodlab/CLAM

  Open source tools for computational pathology - Nature BME

  Language:Python1.2k373

• mahmoodlab/HIPT

  Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

  Language:Jupyter Notebook52191

• Project-MONAI/MONAI

  AI Toolkit for Healthcare Imaging

  Language:Python6k1.1k

• ASHISRAVINDRAN/stardist_pytorch

  StarDist PyTorch

  Language:Python426

• DigitalSlideArchive/HistomicsTK

  A Python toolkit for pathology image analysis algorithms.

  Language:Python400117

• jacobgil/pytorch-grad-cam

  Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

  Language:Python10.8k1.6k

• satellite-image-deep-learning/techniques

  Techniques for deep learning with satellite & aerial imagery

  8.8k1.5k

• wenqi006/SlideGraph

  Language:Python5210

• Project-MONAI/tutorials

  MONAI Tutorials

  Language:Jupyter Notebook1.9k692

• aimhubio/aim

  Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

  Language:Python5.3k323

• Project-MONAI/MONAILabel

  MONAI Label is an intelligent open source image labeling and learning tool.

  Language:Python635199

• huggingface/pytorch-image-models

  The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

  Language:Python32.7k4.8k

• qubvel-org/segmentation_models.pytorch

  Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

  Language:Python9.9k1.7k

• lucidrains/vit-pytorch

  Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

  Language:Python21.2k3.1k

• aleju/imgaug

  Image augmentation for machine learning experiments.

  Language:Python14.5k2.4k

• vqdang/hover_net

  Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.

  Language:Python545229

• Richarizardd/Self-Supervised-ViT-Path

  Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)

  Language:Jupyter Notebook13818

• meituan/YOLOv6

  YOLOv6: a single-stage object detection framework dedicated to industrial applications.

  Language:Jupyter Notebook5.7k1k

• fnzhan/Generative-AI

  [TPAMI 2023] Multimodal Image Synthesis and Editing: The Generative AI Era

  Language:TeX78759

• qupath/qupath

  QuPath - Open-source bioimage analysis for research

  Language:Java1.1k285

• Bayer-Group/paquo

  PAthological QUpath Obsession - QuPath and Python conversations

  Language:Python10718

• chiphuyen/machine-learning-systems-design

  A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

  Language:HTML9.2k1.4k

• facebookresearch/vissl

  VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.

  Language:Jupyter Notebook3.3k334

• mttr2021/MTTR

  Language:Python64669

• jbhuang0604/awesome-computer-vision

  A curated list of awesome computer vision resources

  21.2k4.2k