dongso's repositories
fastpages_
Data Science Blog by lschmiddey
albumentations_examples
Augmentations usage examples for albumentations library
awesome-anomaly-detection
A curated list of awesome anomaly detection resources
brain_agent
Brain Agent for Large-Scale and Multi-Task Agent Learning
caffe
Caffe: a fast open framework for deep learning.
Complex-YOLOv4-Pytorch
The PyTorch Implementation based on YOLOv4 of the paper: "Complex-YOLO: Real-time 3D Object Detection on Point Clouds"
DeepDPM
"DeepDPM: Deep Clustering With An Unknown Number of Clusters" [CVPR 2022]
DeepReinforcementLearningInAction
Code from the Deep Reinforcement Learning in Action book from Manning, Inc
detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
Diffusion-Tensorflow
Tensorflow implementations of Diffusion models (DDPM, DDIM)
faster-rcnn.pytorch
A faster pytorch implementation of faster r-cnn
handson-gb
XGBoost와 사이킷런으로 배우는 그레이디언트 부스팅
image-segmentation-keras
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
LabelMeYoloConverter
Convert LabelMe Annotation Tool JSON format to YOLO text file format
MrDFaceDetector
MrD faceDetector repository
ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
pyraug
Data Augmentation with Variational Autoencoders
PyTorch_YOLOv4
PyTorch implementation of YOLOv4
rainbow-is-all-you-need
Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow
sahi
A lightweight vision library for performing large scale object detection/ instance segmentation.
ScaledYOLOv4
Scaled-YOLOv4: Scaling Cross Stage Partial Network
Semantic-Shapes
A semantic segmentation pipeline for custom image annotation
tensorflow-onnx
Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX
train-CLIP
A PyTorch Lightning solution to training OpenAI's CLIP from scratch.
yolact_edge
The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.
yolov3
YOLOv3 in PyTorch > ONNX > CoreML > TFLite