Shane Zhao's starred repositories
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
shadowsocks-android
A shadowsocks client for Android
awesome-deep-learning-papers
The most cited deep learning papers
DeepSpeech
DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
awesome-deep-vision
A curated list of deep learning resources for computer vision
text_classification
all kinds of text classification models and more with deep learning
ipex-llm
Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, Phi, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, Axolotl, etc.
awesome-cbir-papers
📝Awesome and classical image retrieval papers
FCN.tensorflow
Tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation (http://fcn.berkeleyvision.org)
hashing-baseline-for-image-retrieval
:octocat:Various hashing methods for image retrieval and serves as the baselines
flask-keras-cnn-image-retrieval
🚀CNN-based image retrieval built on Keras
LungCancerDetection
Use CNN to detect nodules in LIDC dataset.
lung-segmentation-2d
Lung fields segmentation on CXR images using convolutional neural networks.
resnet_cnn_mri_adni
Code for Residual and Plain Convolutional Neural Networks for 3D Brain MRI Classification paper
retina-features
Project for segmentation of blood vessels, microaneurysm and hardexudates in fundus images.
Deep_MRI_brain_extraction
3D convolutional neural network for MRI brain extraction
CNN-for-Face-Image-Retrieval
:apple:Face image rerieval
ImageRetrieval
Content Based Image Retrieval Techniques (e.g. knn, svm using MatLab GUI)
convolution-layer-visualization-VGG-16
A GUI Tool for visualizing the intermediate layer of VGG-16 CNN trained on Imagenet
nn-segmentation-for-lar
Neural networks to segment some type of biomedical images
MacularEdemaDataset
500 Color Fundus Images with Labels
Diabetic-Retinopathy
A Deep Learning Approach To Screen Diabetic Retinopathy from Retinal Fundus Images.
kaggle_diabetic
Team o_O solution for the Kaggle Diabetic Retinopathy Detection Challenge