Lists (5)
Stars
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
12 Lessons to Get Started Building AI Agents
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
Get started with building Fullstack Agents using Gemini 2.5 and LangGraph
AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术
llama3 implementation one matrix multiplication at a time
An annotated implementation of the Transformer paper.
[CVPR 2023] OneFormer: One Transformer to Rule Universal Image Segmentation
Efficient computing methods developed by Huawei Noah's Ark Lab
Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.
Takagi and Nishimoto, CVPR 2023
Lightweight, useful implementation of conformal prediction on real data.
Official repo for Medical Image Segmentation Review: The Success of U-Net
[CVPR 2024] Official implementation of the paper "Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement"
Semi-supervised semantic segmentation needs strong, varied perturbations
RETFound - A foundation model for retinal image
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
[CVPR 2023] CrowdCLIP: Unsupervised Crowd Counting via Vision-Language Model
SAM-Med2D: Bridging the Gap between Natural Image Segmentation and Medical Image Segmentation
Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control
[ICCV 2023] Self-supervised Semantic Segmentation: Consistency over Transformation