PeterPham's Projects
Explore and interpret large embeddings in your browser with interactive visualization! ๐
Docker based development environment for coding, building and flashing embedded firmware.
Extracting spatial and temporal world models from LLMs
XPhoneBERT: A Pre-trained Multilingual Model for Phoneme Representations for Text-to-Speech (INTERSPEECH 2023)
Xwin-LM: Powerful, Stable, and Reproducible LLM Alignment
Ybat - YOLO BBox Annotation Tool
A series of large language models trained from scratch by developers @01-ai
Train and inference custom dataset on Jetson using TensorRT
Python library for YOLOv8 and YOLOv9 small object detection and instance segmentation
Convert yolo models to ONNX, TensorRT add NMSBatched.
Real-Time Open-Vocabulary Object Detection
YOLOExplorer
FastAPI Wrapper of YOLOv5
YOLOv5 Series Multi-backbone(TPH-YOLOv5, Ghostnet, ShuffleNetv2, Mobilenetv3Small, EfficientNetLite, PP-LCNet, SwinTransformer YOLO), Module(CBAM, DCN), Pruning (EagleEye, Network Slimming), Quantization (MQBench) and Deployment (TensorRT, ncnn) Compression Tool Box.
model yolov5 on ncnn
Torchserve server using a YoloV5 model running on docker with GPU and static batch inference to perform production ready and real time inference.
YOLOv8-3D is a LowCode, Simple 2D and 3D Bounding Box Object Detection and Tracking , Python 3.10
YOLOv8 object detection, tracking, image segmentation and pose estimation app using Ultralytics API (for detection, segmentation and pose estimation), as well as DeepSORT (for tracking) in Python. This app uses an UI made with streamlit and it can be deployed with Docker.
YOLOv8 using TensorRT accelerate !
YOLOv8 TensorRT C++ Implementation
Implementation of YOLOv9 QAT optimized for deployment on TensorRT platforms.
YOLOv9 Tensorrt deployment acceleration๏ผprovide two implementation methods: C++and Python๐ฅ๐ฅ๐ฅ
A collection of SOTA real-time, multi-object tracking algorithms for object detectors
A modern GUI App for downloading Videos and Audios from hundreds of sites
YuLan-Chat: An Open-Source Bilingual Chatbot
Notebooks for training universal 0-shot classifiers on many different tasks
CUDA on AMD GPUs