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awesome-autonomous-driving-papers

This repository provides awesome research papers for autonomous driving perception. If you do find a problem or have any suggestions, please raise this as an issue or make a pull request with information (format of the repo): Research paper title, datasets, metrics, objects, source code, publisher, and year.

deep_learning_object_detection

A paper list of object detection using deep learning.

dmls-book

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

efficientnet_stl10

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

financial_project

Collection, Prediction for Stock price

google-landmark-2021

image_morphing

kaggle-birdclef2021-2nd-place

kitti_tutorial

Tutorial for using Kitti dataset easily

maudzung

mongodb-demo

ner

Vietnamese Named Entity Recognition

nlu

pautobot

🔥 Your private task assistant with GPT 🔥 (1) Ask questions about your documents. (2) Automate tasks.

pycox

Survival analysis with PyTorch

pytorch-template

PyTorch deep learning projects made easy.

soft-nms

Python and Pytorch two implements of Soft NMS algorithm

system-design-101

Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.

ttnet-real-time-analysis-system-for-table-tennis-pytorch

Unofficial implementation of "TTNet: Real-time temporal and spatial video analysis of table tennis" (CVPR 2020)

tts

🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

vision

Datasets, Transforms and Models specific to Computer Vision

yolov3-from-scratch-analaysis-and-implementation

Diving into Object Detection and Localization with YOLOv3 and its architecture, also implementing it using PyTorch and OpenCV from scratch.

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite