yakhyo/algorithms-roadmap

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MIT License
Created 4 months ago
Updated 4 months ago

yakhyo/algorithms-roadmap

yakhyo

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Problems by Topics to master Problem Solving (NeetCode Roadmap)

face-parsing

👤🔍 | BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation | In PyTorch > ONNX

yolo2voc

🔖🔄 | YOLO to VOC format <> VOC to YOLO format

pytorch-tutorials

🤖 | Learning PyTorch through official examples

Jupyter Notebook

yolov1-pytorch

📦🔍 | YOLOv1 (Real-Time Object Detection) implementation using PyTorch

darknet-pytorch

📷 | DarkNet19, DarkNet53, DarkNet53-ELASTIC and CSPDarkNet53 Implementation using PyTorch

crack-segmentation

🛣️🔍 | Road crack segmentation using UNet in PyTorch > Implementation of different loss functions (i.e Focal, Dice, Dice + CE)

Jupyter Notebook

face-reidentification

👤🔄 | Face re-identification using ArcFace and SCRFD models | ONNX

fast-neural-style-transfer

Fast Neural Style Transfer implementation using PyTorch

yolov1-resnet

YOLOv1 re-implementation using PyTorch. Backbone is ResNet50.

korean-license-plate-generator

🚗 | Korean License Plate Generator with YOLO format labels

captcha-reader-keras

OCR model for reading Captchas using Keras API

deep-text-recognition

📃 | Deep Text Recognition Implementation using PyTorch

unet-pytorch

🚗 | UNet implementation using PyTorch | CARVANA Dataset | Car Segmentation

Jupyter Notebook

east-pytorch

Reimplementation of "EAST: An Efficient and Accurate Scene Text Detector" using PyTorch

gaze-estimation

👀 | MobileGaze: Gaze Estimation models using ResNet 18/34/50, MobileNet v2 and MobileOne s0-s4

mobilenetv3-pytorch

PyTorch Implementation of MobileNetV3 large and small

polyp-segmentation

🫁 | Polyp Segmentation using PyTorch

dcgan-pytorch

DCGAN implementation using PyTorch

deeplabv3-pytorch

Implementation of DeepLabV3 using PyTorch

Jupyter Notebook

captcha-reader-pytorch

Captcha recognition using PyTorch

faceboxes-pytorch

Re-Implementation of "FaceBoxes: A CPU Real-time Face Detector with High Accuracy"

head-pose-estimation

👤 | Head Pose Estimation: Accurate head pose estimation using ResNet 18/34/50 and MobileNet V2 models. Evaluate yaw, pitch, and roll with pre-trained weights for quick integration.

yakhyo.github.io

Custom Jekyll minima theme for your blog | portfolio | resume 📜

yolov5-license-plate-detection

License plate detection using YOLOv5, ONNX Runtime

facial-analysis

👤🔍 | Face Detection , Gender and Age, Face Recognition, Facial Landmarks

yolov5-pytorch

Simplified version of YOLOv5n-x architecture using PyTorch

Coding-Practice

Coding practices, algorithms

video-classification-pytorch

Video Classification using R(2+1)D based on ResNet18 on UCF-101 dataset. PyTorch Implementation.

clovaai-craft

CRAFT-PyTorch official implementation using PyTorch

ReXNet

RexNet implementation using PyTorch.

pytorch-losses

Implementation of various Loss function using PyTorch

yolov5-crowdhuman-onnx

Person detection using YOLOv5m, ONNX Runtime. Trained on Crowdhuman dataset.

llm-practice

LLM Study with DataTalksClub

Jupyter Notebook

yakhyo

Use this template if you need a quick ML | DL Engineer resume! Based on a Minimal Jekyll theme for GitHub Pages.

yolov5-onnx-inference

YOLOv5 ONNX inference for Image, Video and Webcam