yakhyo

ML Software Engineer

Seoul, South Korea

Pinned Repositories

crack-segmentation
🛣️🔍 | Road crack segmentation using UNet in PyTorch > Implementation of different loss functions (i.e Focal, Dice, Dice + CE)
Language:Jupyter Notebook16 1 34
darknet-pytorch
📷 | DarkNet19, DarkNet53, DarkNet53-ELASTIC and CSPDarkNet53 Implementation using PyTorch
Language:Python16 2 23
face-parsing
👤🔍 | BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation | In PyTorch >> ONNX
Language:Python32 3 16
face-reidentification
👤🔄 | Face re-identification using ArcFace and SCRFD models | ONNX
Language:Python12 1 13
fast-neural-style-transfer
Fast Neural Style Transfer implementation using PyTorch
Language:Python8 3 04
gaze-estimation
👀 | MobileGaze: Gaze Estimation models using ResNet 18/34/50, MobileNet v2 and MobileOne s0-s4 | In PyTorch >> ONNX
Language:Python123
head-pose-estimation
👤 | Real Time Head Pose Estimation: Accurate head pose estimation using ResNet 18/34/50 and MobileNet V2/V3 models. Evaluate yaw, pitch, and roll with pre-trained weights for quick integration.
Language:Python60
pytorch-tutorials
🤖 | Learning PyTorch through official examples
Language:Jupyter Notebook24 2 05
yolo2voc
🔖🔄 | YOLO to VOC format <> VOC to YOLO format
Language:Python27 3 111
yolov1-pytorch
📦🔍 | YOLOv1 (Real-Time Object Detection) implementation using PyTorch
Language:Python17 2 36

yakhyo's Repositories

yakhyo/face-parsing
👤🔍 | BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation | In PyTorch >> ONNX
Language:Python32 3 16
yakhyo/pytorch-tutorials
🤖 | Learning PyTorch through official examples
Language:Jupyter Notebook24 2 05
yakhyo/yolov1-pytorch
📦🔍 | YOLOv1 (Real-Time Object Detection) implementation using PyTorch
Language:Python17 2 36
yakhyo/crack-segmentation
🛣️🔍 | Road crack segmentation using UNet in PyTorch > Implementation of different loss functions (i.e Focal, Dice, Dice + CE)
Language:Jupyter Notebook16 1 34
yakhyo/darknet-pytorch
📷 | DarkNet19, DarkNet53, DarkNet53-ELASTIC and CSPDarkNet53 Implementation using PyTorch
Language:Python16 2 23
yakhyo/face-reidentification
👤🔄 | Face re-identification using ArcFace and SCRFD models | ONNX
Language:Python12 1 13
yakhyo/gaze-estimation
👀 | MobileGaze: Gaze Estimation models using ResNet 18/34/50, MobileNet v2 and MobileOne s0-s4 | In PyTorch >> ONNX
Language:Python123
yakhyo/fast-neural-style-transfer
Fast Neural Style Transfer implementation using PyTorch
Language:Python8 3 04
yakhyo/head-pose-estimation
👤 | Real Time Head Pose Estimation: Accurate head pose estimation using ResNet 18/34/50 and MobileNet V2/V3 models. Evaluate yaw, pitch, and roll with pre-trained weights for quick integration.
Language:Python60
yakhyo/east-pytorch
Reimplementation of "EAST: An Efficient and Accurate Scene Text Detector" using PyTorch
Language:Python4 3 12
yakhyo/unet-pytorch
🚗 | UNet implementation using PyTorch | CARVANA Dataset | Car Segmentation
Language:Jupyter Notebook4 2 1
yakhyo/faceboxes-pytorch
Re-Implementation of "FaceBoxes: A CPU Real-time Face Detector with High Accuracy"
Language:Python31
yakhyo/mobilenetv3-pytorch
PyTorch Implementation of MobileNetV3 large and small
Language:Python3 2 01
yakhyo/algorithms-roadmap
Problems by Topics to master Problem Solving (NeetCode Roadmap)
Language:Python2 1 01
yakhyo/captcha-reader-pytorch
Captcha recognition using PyTorch
Language:Python2 2 01
yakhyo/facial-analysis
👤🔍 | Face Detection , Gender and Age, Face Recognition, Facial Landmarks
Language:Python2 1 1
yakhyo/polyp-segmentation
🫁 | Polyp Segmentation using PyTorch
Language:Python2 1 0
yakhyo/yakhyo.github.io
Custom Jekyll minima theme for your blog | portfolio | resume 📜
Language:HTML2 1 01
yakhyo/yolov5-license-plate-detection
License plate detection using YOLOv5, ONNX Runtime
Language:Python2 1 1
yakhyo/llm-practice
LLM Study with DataTalksClub
Language:Jupyter Notebook1
yakhyo/project-template
Python Project Template | Pre-commit hooks | flake8, isort and black.
Language:Shell1 1 0
yakhyo/yakhyo
Use this template if you need a quick ML | DL Engineer resume! Based on a Minimal Jekyll theme for GitHub Pages.
Language:HTML1 1 02
yakhyo/yolov5-crowdhuman-onnx
Person detection using YOLOv5m, ONNX Runtime. Trained on Crowdhuman dataset.
Language:Python1
yakhyo/yolov5-onnx-inference
YOLOv5 ONNX inference for Image, Video and Webcam
Language:Python1
yakhyo/data-structures-and-algorithms
Implementation of different data structures and algorithms using Python.
Language:Python
yakhyo/defect-det
Defect detection project repository
Language:Jupyter Notebook1 01
yakhyo/face-smoothing
Simple OpenCV based face smoothing
Language:Python
yakhyo/mobilenetv2-pytorch
PyTorch Implementation of MobileNetV2
Language:Python2 01
yakhyo/mobileone-inference
MobileOne: An Improved One millisecond Mobile Backbone
Language:Python
yakhyo/python-programming-notes
🐍 | Programming notes for Pythonists
Language:Python2 0