eremo2002's starred repositories
Vision-Transformer
Implementation of Vision Transformer from scratch and performance compared to standard CNNs (ResNets) and pre-trained ViT on CIFAR10 and CIFAR100.
face_recognition
The world's simplest facial recognition api for Python and the command line
roLabelImg
Label Rotated Rect On Images for training
FairMOT
This project provides an official implementation of our recent work on real-time multi-object tracking in videos. The previous works conduct object detection and tracking with two separate models so they are very slow. In contrast, we propose a one-stage solution which does detection and tracking with a single network by elegantly solving the alignment problem. The resulting approach achieves groundbreaking results in terms of both accuracy and speed: (1) it ranks first among all the trackers on the MOT challenges; (2) it is significantly faster than the previous state-of-the-arts. In addition, it scales gracefully to handle a large number of objects.
DeepStream-Yolo
NVIDIA DeepStream SDK 7.0 / 6.4 / 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 / 5.1 implementation for YOLO models
yolo_deepstream
yolo model qat and deploy with deepstream&tensorrt
Computer-vision
Computer Vision implementation
pytorch-semseg
Semantic Segmentation Architectures Implemented in PyTorch
MLQuestions
Machine Learning and Computer Vision Engineer - Technical Interview Questions
Semantic-Segmentation-Review
Semantic Segmentation Paper를 review하고 해당 코드를 구현하는 repository 입니다.
pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
Semantic-Shapes
A semantic segmentation pipeline for custom image annotation
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
LSTM-Human-Activity-Recognition
Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier
pytorch_FCN_voc2012
Semantic Segmentation；net：FCN；dataset：voc2012
pytorch-custom-dataset-examples
Some custom dataset examples for PyTorch
ScaledYOLOv4
Scaled-YOLOv4: Scaling Cross Stage Partial Network
awesome-mlops
A curated list of references for MLOps
machine-learning
머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)
segmentation_models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
YOLOv4-pytorch
This is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO
MiCT-Net-PyTorch
Video Recognition using Mixed Convolutional Tube (MiCT) on PyTorch with a ResNet backbone
Tensorflow-TensorRT
This repository is for my YT video series about optimizing a Tensorflow deep learning model using TensorRT. We demonstrate optimizing LeNet-like model and YOLOv3 model, and get 3.7x and 1.5x faster for the former and the latter, respectively, compared to the original models.