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ai_tls_segmentation

audio2text

Extract text from audio files.

binary-segmentation-evaluation-tool

This repo is developed for evaluating binary image segmentation results. Measures, such as MAE, Precision, Recall, F-measure, PR curves and F-measure curves are included.

chinese-text-classification-pytorch

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

chinese_biomedical_ms_phd_graduation_checklist

clam

Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering

cv_interview

I hope this repo can help you a lot!

dsmil-wsi

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

experiment

hcc_prognostic

Exploring prognostic indicators in pathological images of hepatocellular carcinoma based on deep learning

icassp_rebuttal

machine_learning_code_implementation

Mathematical derivation and pure Python code implementation of machine learning algorithms.

medicalai_fundamental

mil_pooling_filters

This repository is the official implementation of "Distribution based MIL pooling filters: experiments on a lymph node metastases dataset".

nlp_fundamentals

📘 Contains a series of hands-on notebooks for learning the fundamentals of NLP

python_for_data_analysis_2nd_chinese_version

《利用Python进行数据分析·第2版》

receptivefield

Gradient based receptive field estimation for Convolutional Neural Networks

sod-cnns-based-code-summary-

The summary of code and paper for salient object detection with deep learning

statistical-analysis-python-tutorial

Statistical Data Analysis in Python

tbrats

【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"

tobias

official pytorch implementation of Tobias: A random CNN sees objects and its applications in self-supervised learning.

tracer

TRACER: Extreme Attention Guided Salient Object Tracing Network (AAAI 2022) implementation in PyTorch

transmil

TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification

visual-chatgpt

VisualChatGPT