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annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

bevfusion

[ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation

cplusplusthings

C++那些事

cuda_freshman

cv_related_collections

cycle-confusion

Code and models for ICCV2021 paper "Robust Object Detection via Instance-Level Temporal Cycle Confusion".

danet

Dual Attention Network for Scene Segmentation (CVPR2019)

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

dive-into-cv-pytorch

动手学CV-Pytorch版

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

dota-doai

This repo is the codebase for our team to participate in DOTA related competitions, including rotation and horizontal detection.

dropmae

droptrack

The official fine-tuning code for DropTrack

edgeyolo

an edge-real-time anchor-free object detector with decent performance

effective-modern-cpp

Sample code for the Effective Modern C++ book by Scott Meyers.

effectivemoderncppchinese

《Effective Modern C++》- 完成翻译

essential_cpp

Essential C++第三版代码

fq-vit

[IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer

glue-factory

Training library for local feature detection and matching

i2i-stable-diffusion-finetune-lora-controlnet

This repository seeks to perform few-shot image transfer by fine-tuning Stable Diffusion on a small dataset contains several images of target domain, and then sampling attached with ControlNet.

leigifted

deep learning

lidar_ai_solution

A project demonstrating Lidar related AI solutions, including three GPU accelerated Lidar/camera DL networks (PointPillars, CenterPoint, BEVFusion) and the related libs (cuPCL, 3D SparseConvolution, YUV2RGB, cuOSD,).

lift-splat-shoot

Lift, Splat, Shoot: Encoding Images from Arbitrary Camera Rigs by Implicitly Unprojecting to 3D (ECCV 2020)

lightglue

LightGlue: Local Feature Matching at Light Speed (ICCV 2023)

master-simarpn

基于tensorrt部署simaRPN++（单目标跟踪）

micronet

micronet, a model compression and deploy lib. compression

mmclassification_flower

mmdetection

Fork of the MMDetection Toolbox containing the Robustness Benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (merged)

mmlab_classification

mmyolo

OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.