RicoSuave's repositories
Spatial-Transformer-Network
Spatial Transformer Network implementation
AI_Learning_Note
My journey of AI learning
MetalClassification
Recycle Metal Classification
Ophthalmoscope
Based on the SE-Resnet CNN model, I use the attention network and CLAHE data augmentation
semantic-segmentation-pytorch
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
yolov4-pytorch
電腦視覺馬拉松期末專案
pytorch_tutorial
A basic pytorch CNN binary classifier.
Sequence_Digit_Recognization
This repo presents a workflow of: auto-rotate, detect and recognize non-constant length English-number sequence.
1st-DL-CVMarathon_Rico
Home Work from 電腦視覺馬拉松
1st-NLP_Marathon_Rico
NLP經典機器學習馬拉松
applied-ml
📚 Papers and blogs by organizations sharing their work on data science & machine learning in production.
BayesianOptimization
A Python implementation of global optimization with gaussian processes.
cutmix
a Ready-to-use PyTorch Extension of Unofficial CutMix Implementations with more improved performance.
ganhacks
starter from "How to Train a GAN?" at NIPS2016
imgaug
Image augmentation for machine learning experiments.
Object-Detection-Metrics
Most popular metrics used to evaluate object detection algorithms.
Objectron
Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes
open-black-box
This repo reproduces the techniques that open deep learning models and explait them.
pytorch-semseg
Semantic Segmentation Architectures Implemented in PyTorch
pytorch-YOLOv4
PyTorch ,ONNX and TensorRT implementation of YOLOv4
rtl88x2bu
rtl88x2bu driver updated for current kernels.
segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
SipMask
SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)
Smart_Construction
Head Person Helmet Detection on Construction Sites，基于目标检测工地安全帽和禁入危险区域识别系统，🚀😆附 YOLOv5 训练自己的数据集超详细教程！！！😆🚀
yolov3
YOLOv3 in PyTorch > ONNX > CoreML > iOS
yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite