loveppdog's repositories
AiLearning
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
albumentations_examples
Augmentations usage examples for albumentations library
alfred
alfred-py: A deep learning utility library for **human**, more detail about the usage of lib to: https://zhuanlan.zhihu.com/p/341446046
approaching_almost_nlp
Approaching (Almost) Any Natural Language Processing Problem
awesome-tiny-object-detection
🕶 A curated list of Tiny Object Detection papers and related resources.
berkeley-stat-157
Homepage for STAT 157 at UC Berkeley
CenterNet
Object detection, 3D detection, and pose estimation using center point detection:
cocoapi
COCO API - Dataset @ http://cocodataset.org/
Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
detr
End-to-End Object Detection with Transformers
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
FCOS
FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)
imgaug
Image augmentation for machine learning experiments.
maxl
The implementation of "Self-Supervised Generalisation with Meta Auxiliary Learning" [NeurIPS 2019].
mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
mmdetection
OpenMMLab Detection Toolbox and Benchmark
openmlsys-zh
《Machine Learning Systems: Design and Implementation》- Chinese Version
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
senet.pytorch
PyTorch implementation of SENet
stargan
StarGAN - Official PyTorch Implementation (CVPR 2018)
stargan-v2
StarGAN v2 - Official PyTorch Implementation (CVPR 2020)
TorchSemiSeg
[CVPR 2021] Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision
tvm_walk_through
code reading for tvm
visdom
A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.
vision
Datasets, Transforms and Models specific to Computer Vision
YOLOX
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported.