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Jiazhi Yang's Projects

bevformer icon bevformer

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

centerformer icon centerformer

Implementation for CenterFormer: Center-based Transformer for 3D Object Detection (ECCV 2022)

diffusiondet icon diffusiondet

PyTorch implementation of DiffusionDet (https://arxiv.org/abs/2211.09788)

dino icon dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

dit icon dit

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

groundingdino icon groundingdino

The official implementation of "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"

hal icon hal

Code release for "HAL: Improved Text-Image Matching by Mitigating Visual Semantic Hubs" at AAAI 2020.

llama-adapter icon llama-adapter

Fine-tuning LLaMA to follow instructions within 1 Hour and 1.2M Parameters

lora icon lora

Using Low-rank adaptation to quickly fine-tune diffusion models.

mae-pytorch icon mae-pytorch

Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners

mask2former icon mask2former

Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"

minigpt-4 icon minigpt-4

MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models

nerfvis icon nerfvis

NeRF visualization library under construction

polyloss icon polyloss

Source code of Universal Weighting Metric Learning for Cross-Modal Matching. The paper is accepted by CVPR2020.

pyllama icon pyllama

LLaMA: Open and Efficient Foundation Language Models

scan icon scan

PyTorch source code for "Stacked Cross Attention for Image-Text Matching" (ECCV 2018)

setup icon setup

Setup a new machine without sudo!

st-p3 icon st-p3

[ECCV 2022] ST-P3, an end-to-end vision-based autonomous driving framework via spatial-temporal feature learning.

stanford_alpaca icon stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

tcp icon tcp

[NeurIPS 2022] Trajectory-guided Control Prediction for End-to-end Autonomous Driving: A Simple yet Strong Baseline.

transfuser icon transfuser

[PAMI'22] TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving, [CVPR'21] Multi-Modal Fusion Transformer for End-to-End Autonomous Driving

uniad icon uniad

Goal-oriented Autonomous Driving

yolox icon yolox

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

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