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3d-vision-transformers

A list of 3D computer vision papers with Transformers

analysis-of-drone-s-micro-doppler-signature-with-fmcw-radars

Detection of newly drone devices, characterized by very small size. Proposal of a method that is cheaper and simpler than current methods.

awesome-bev-perception-multi-cameras

Awesome papers about Multi-Camera 3D Object Detection and Segmentation in Bird-Eye-View, such as DETR3D, BEVDet, BEVFormer

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.

bevfusion

BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation

big_vision

Official codebase used to develop Vision Transformer, MLP-Mixer, LiT and more.

bringing-old-photos-back-to-life

Bringing Old Photo Back to Life (CVPR 2020 oral)

calibration_kit

comfyui

The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.

dataset848_mirco_doppler_maps

Provides a publicly available dataset of micro-Doppler feature maps.

deeplearing-interview-awesome-2024

AIGC-interview/CV-interview/LLMs-interview面试问题与答案集合仓，同时包含工作和科研过程中的新想法、新问题、新资源与新项目

deit

Official DeiT repository

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

fastai

The fastai deep learning library

hctransformers

human-motion-simulation-based-on-micro-doppler-effect

illumination-adaptive-transformer

[BMVC 2022] You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction.

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

mit-linear-algebra-notes

Notes for MIT-Linear-Algebra

mmclassification

OpenMMLab Image Classification Toolbox and Benchmark

mmdetection3d

OpenMMLab's next-generation platform for general 3D object detection.

mmwave-radar-signal-processing-and-microdoppler-classification

Codes and template data for paper "Experiments with mmWave Automotive Radar Test-bed"

openpcdet

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

persformer_3dlane

[ECCV2022 oral] Perspective Transformer on 3D Lane Detection

pointpillars

A Simple PointPillars PyTorch Implenmentation for 3D Lidar(KITTI) Detection.

pytorch-studiogan

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

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.

sp

信号处理工具箱