Michael Ren's starred repositories
OccNet-Course
国内首个占据栅格网络全栈课程《从BEV到Occupancy Network，算法原理与工程实践》，包含端侧部署。Surrounding Semantic Occupancy Perception Course for Autonomous Driving (docs, ppt and source code) 在线课程主页：http://111.229.117.200:8100/ (作者独立搭建)
Depth-Anything
[CVPR 2024] Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data. Foundation Model for Monocular Depth Estimation
AutoAgents
Complex question answering in LLMs with enhanced reasoning and information-seeking capabilities.
Awesome-Multimodal-Large-Language-Models
:sparkles::sparkles:Latest Advances on Multimodal Large Language Models
RWKV-LM
RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.
Awesome-LLM-RL
A comprehensive list of PAPERS, CODEBASES, and, DATASETS on Decision Making using Foundation Models including LLMs and VLMs.
DRL-code-pytorch
Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.
Segment-and-Track-Anything
An open-source project dedicated to tracking and segmenting any objects in videos, either automatically or interactively. The primary algorithms utilized include the Segment Anything Model (SAM) for key-frame segmentation and Associating Objects with Transformers (AOT) for efficient tracking and propagation purposes.
gpu-based-image-stitching
A simple version of "GPU based parallel optimization for real time panoramic video stitching".
Human_Activity_Recognition
The MHEALTH (Mobile Health) dataset is devised to benchmark techniques dealing with human behavior analysis based on multimodal body sensing.
LSTM-Human-Activity-Recognition
Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier
aws-glue-pipeline-example
An example CI/CD pipeline using GitHub Actions for doing continuous deployment of AWS Glue jobs built on PySpark and Jupyter Notebooks.
yolov5-on-sagemaker
YoloV5 on SageMaker, including bring your own container
yolov5-sagemaker-inference
How to deploy a pre-trained YOLOv5 model on SageMaker
ncnn-android-yolov5
The YOLOv5 object detection android example
multiyolov5
joint detection and semantic segmentation, based on ultralytics/yolov5,
120-DS-Interview-Questions
My Answer to 120 Data Science Interview Questions
DS-Take-Home
My solution to the book A Collection of Data Science Take-Home Challenges
face_recognition
A real time face recognition pipeline
MobileFaceNet_TF
Tensorflow implementation for MobileFaceNet