chen-xin-94

Deep-learning-based-position-detection-for-hydraulic-cylinders-using-scattering-parameters

Open-Source-Models-with-Hugging-Face

https://learn.deeplearning.ai/courses/open-source-models-hugging-face/lesson/1/introduction

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

complexPyTorch

A high-level toolbox for using complex valued neural networks in PyTorch

coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

coursera-gan-specialization

Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai

Deep-Learning-Based-Traffic-Light-Detection

deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

DeepLearning.AI-TensorFlow-Developer-Course

DeepLearning.AI TensorFlow Developer Professional Certificate -Coursera

detr

End-to-End Object Detection with Transformers

FGVC_Aircraft

gcp-ml-02-advanced-ml-with-tf-on-gcp

Materials (but no videos) from Coursera's "Advanced Machine Learning with TensorFlow on Google Cloud Platform Specialization"

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

kitti_to_yolo

EDA of kitti dataset and convert label formats from kitti to yolo format (including depth)

Machine-Learning-Engineering-for-Production-MLOps-Specialization

Assignments of "Machine Learning Engineering for Production (MLOps) Specialization" by Coursera (https://www.coursera.org/specializations/machine-learning-engineering-for-production-mlops)

MiDaS

Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2022"

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

mmdetection

OpenMMLab Detection Toolbox and Benchmark

opencv-course

Learn OpenCV in 4 Hours - Code used in my Python and OpenCV course on freeCodeCamp.

Pedestron

[Pedestron] Generalizable Pedestrian Detection: The Elephant In The Room. @ CVPR2021

pictor-ppe

Seminar-Current-Topics-in-Deep-Neural-Networks

slambook2

edition 2 of the slambook

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

Tensorflow_Advance_Techniques

deeplearning.ai Tensorflow advance techniques specialization

ultralytics

NEW - YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

YOLOv6

YOLOv6: a single-stage object detection framework dedicated to industrial applications.

yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors