Li Yin's repositories
python-coding-interview
A middle-to-high level open source algorithm book designed with coding interview at heart!
computer-vision-is-awesome
Learning computer vision and documenting my journey right here!
cv-ai-applications
All you need to grasp computer vision applications without being overwhelmed!
superpixel_crfasrnn
This is the implementation of superpixel-enhanced crfasrnn based on previous crfasrnn implemented in TensorFlow
awesome-computer-vision
A curated list of awesome computer vision resources
Awesome-LLM
Awesome-LLM: a curated list of Large Language Model
data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
few-shot-object-detection
Implementations of few-shot object detection benchmarks
LLM-personalization
We enable LLM with personalization capability
awesome
😎 Awesome lists about all kinds of interesting topics
awesome-data-labeling
A curated list of awesome data labeling tools
Awesome-Incremental-Learning
Awesome Incremental Learning
awesome-panoptic-segmentation
This repo is the collection of the challenging panoptic segmentation, including papers and codes.
DeepLabv3.pytorch
PyTorch implementation of DeepLabv3
docker_test
once the docker workflow changes, a new docker will be generated and uploaded to ECR
ensemble_classification_model
Apply ensemble classification model to detect out-of-distribution samples
fpgrowth-master
Fp-growth tree implemented in C++
keras-retinanet-test-data
Test data for keras-retinanet.
liyin2015.github.io
A personal website
machine-learning-systems-design
A booklet on machine learning systems design with exercises
Mean-shift-Image-Segmentation
Including multiple files image segmentation with mean-shift segmentation
zero-administration-inference-with-aws-lambda-for-hugging-face
Zero administration inference with AWS Lambda for 🤗