Code examples in pyTorch and Tensorflow for CS230

Machine learning, in numpy

Approaching (Almost) Any Machine Learning Problem中译版，在线文档地址：https://ytzfhqs.github.io/AAAMLP-CN/

Approaching (Almost) Any Machine Learning Problem

(CGCSTCD'2017) An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained situations. CGCSTCD = China Graduate Contest on Smart-city Technology and Creative Design

一些关于目标检测的脚本的改进思路代码，详细请看readme.md

List of the Papers Addressing Vision-based Small Object Detection

[ICML 2024] Official PyTorch implementation of "SLAB: Efficient Transformers with Simplified Linear Attention and Progressive Re-parameterized Batch Normalization"

Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis

[NeurIPS 2022] Implementation of "AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition"

[Official Repo] A Survey on Vision Mamba: Models, Applications and Challenges

[Mamba-Survey-2024] Paper list for State-Space-Model/Mamba and it's Applications

EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]

InstaGen: Enhancing Object Detection by Training on Synthetic Dataset, CVPR2024

[CVPR2024] Learning CNN on ViT: A Hybrid Model to Explicitly Class-specific Boundaries for Domain Adaptation

[CVPR2024 Highlight]GLEE: General Object Foundation Model for Images and Videos at Scale

cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

CVPR 2024 论文和开源项目合集

A Collection of Papers and Codes for CVPR2024/CVPR2021/CVPR2020 Low Level Vision

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)

一些雷诺曼的资料库

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

Collection of SOTA efficient computer vision models for embedded applications, with pre-trained weights and training recipes

detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.

本人的科研经验

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results