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Jiachen Li's Projects

3dobjecttracking icon 3dobjecttracking

Official Code: A Sparse Gaussian Approach to Region-Based 6DoF Object Tracking

clip icon clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

dinov2 icon dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

internimage icon internimage

[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

ngp_pl icon ngp_pl

Instant-ngp in pytorch+cuda trained with pytorch-lightning (high quality with high speed, with only few lines of legible code)

nlt icon nlt

nonlocal-3dtracking

pixtrack icon pixtrack

PixTrack is a Computer Vision method for Object Tracking which uses NeRF templates and feature-metric alignment to robustly track the 6DoF pose of a known object.

pni_anomaly_detection icon pni_anomaly_detection

Official code for the paper "PNI : Industrial Anomaly Detection using Position and Neighborhood Information"

sai3d icon sai3d

[CVPR 2024] SAI3D: Segment Any Instance in 3D Scenes

segment-anything icon segment-anything

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.

shape-guided icon shape-guided

Shape-Guided Dual-Memory Learning for 3D Anomaly Detection [ICML2023]

vit-pytorch icon vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

yolo-world icon yolo-world

[CVPR 2024] Real-Time Open-Vocabulary Object Detection

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