ZackGoing

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

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.

ultralytics

Ultralytics YOLO11 🚀

roop

one-click face swap

vision

Datasets, Transforms and Models specific to Computer Vision

DALL-E

PyTorch package for the discrete VAE used for DALL·E.

OpenUSD

Universal Scene Description

Awesome-Transformer-Attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

awesome-yolo-object-detection

🚀🚀🚀 A collection of some awesome public YOLO object detection series projects.

rknn-toolkit2

rknn-toolkit

FastestDet

:zap: A newly designed ultra lightweight anchor free target detection algorithm， weight only 250K parameters， reduces the time consumption by 10% compared with yolo-fastest, and the post-processing is simpler

SMOKE

SMOKE: Single-Stage Monocular 3D Object Detection via Keypoint Estimation

mtcnn

mtcnn-caffe

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks

Awesome-Monocular-3D-detection

Awesome Monocular 3D detection

mtcnn-pytorch

A face detection algorithm

Data_Augmentation_Zoo_for_Object_Detection

Includes: Learning data augmentation strategies for object detection | GridMask data augmentation | Augmentation for small object detection in Numpy. Use RetinaNet with ResNet-18 to test these methods on VOC and KITTI.

StereoAlgorithms

Stereo Algorithms (Include:CREStereo,RAFT-Stereo,Hitnet,FastACVNet_plus,Stereo Transformers,RealtimeStereo,DistDepth) with TensorRT,ORT,OpenVINO

MiM-ISTD

Official pytorch code of our paper "MiM-ISTD: Mamba-in-Mamba for Efficient Infrared Small Target Detection"

linux-rockchip

train-mtcnn-head

train mtcnn head detector

us-license-plates

A database of all 8,291 license plates available in the U.S. (50 states + D.C.) as of July 2023.

synthetic-data-examples

Synthetic Data Generation Examples

YOLOv8-qat

Quantization Aware Training

sdg_pallet_model

A pallet model trained with SDG optimized for NVIDIA Jetson.

synthetic_data_generation_training_workflow

Workflow for generating synthetic data and training CV models.

semu.misc.vscode

Embedded VS Code for NVIDIA Omniverse

Yolov3-Manhole-Object-Detection-

YOLO V3 Real-Time Object Detection on Manhole

ditherusd

A (simple) Tool for Creating Better Synthetic Images for ML Training