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Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
Official Repository for "MonoWAD: Weather-Adaptive Diffusion Model for Robust Monocular 3D Object Detection" (ECCV 2024)
MonoPSTR: Monocular 3D Object Detection with Dynamic Position&Scale-aware Transformer
MonoTAKD: Teaching assistant knowledge distillation for monocular 3D object detection.
Official implementation of the Generalized Wasserstein Dice Loss in PyTorch
[ECCV'24] A novel weakly supervised framework for 3D object detection from 2D bounding boxes. It can easily extend to novel scenarios and classes.
[CVPR 2024 Highlight] Official GraCo: Granularity-Controllable Interactive Segmentation.
[ECAI 2023] MonoSKD: General Distillation Framework for Monocular 3D Object Detection via Spearman Correlation Coefficient
T-PAMI 2024: G2-MonoDepth: A General Framework of Generalized Depth Inference from Monocular RGB+X Data
This is the official implementation of our manuscript "Mix-Teaching: A Simple, Unified and Effective Semi-supervised Learning Framework for Monocular 3D Object Detection".
清华大学计算机系课程攻略 Guidance for courses in Department of Computer Science and Technology, Tsinghua University
Awesome Monocular 3D detection
⏰ Collaboratively track deadlines of conferences recommended by CCF (Website, Python Cli, Wechat Applet) / If you find it useful, please star this project, thanks~
Official implementation of the 3DV 2024 paper MonoLSS: Learnable Sample Selection For Monocular 3D Detection
RepVGG: Making VGG-style ConvNets Great Again
[CVPR 2024] Official RT-DETR (RTDETR paddle pytorch), Real-Time DEtection TRansformer, DETRs Beat YOLOs on Real-time Object Detection. 🔥 🔥 🔥
Code for the AAAI 2022 publication "Well-classified Examples are Underestimated in Classification with Deep Neural Networks"
Open source training framework for vision tasks. Scales up on data and scales up on tasks. Official Implementation for https://arxiv.org/abs/2310.00920
Depth-discriminative Metric Learning for Monocular 3D Object Detection, NeurIPS 2023
Xianpeng919 / monoxiver
Forked from zczcwh/potter_pageMonocular 3D Object Detection with Bounding Box Denoising in 3D by Perceiver (ICCV'23)
Unofficial Pytorch Implementation for MonoCon(AAAI, 2022)
WYFDUT / MonoDetector
Forked from zhangcheng828/MonoDetectorThis repository contains unofficial pytorch implementations for SMOKE, MonoCon, GUPNet, MonoFlex and IDMS