notnitsuj

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

Airfoil_preprocessing

Panel_Methods

Source and vortex panel method codes referenced in my YouTube videos.

MetaPattern_FAS

The code repo for the paper Learning Meta Pattern for Face Anti-Spoofing, IEEE TIFS 2022

AiATrack

[ECCV'22] The official PyTorch implementation of our ECCV 2022 paper: "AiATrack: Attention in Attention for Transformer Visual Tracking".

Unicorn

[ECCV'22 Oral] Towards Grand Unification of Object Tracking

DMCF

Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics (NeurIPS '22)

cs-video-courses

List of Computer Science courses with video lectures.

From-0-to-Research-Scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

LSIM

LSiM is a learned metric to compute distance values for 2D data from numerical simulations

machine-learning-engineering-for-production-public

Public repo for DeepLearning.AI MLEP Specialization

Gitflow-Workflow

Gitflow Workflow diagram

tiny-cuda-nn

Lightning fast C++/CUDA neural network framework

AirTrafficSim

Web-based air traffic simulation and visualization platform for ATM research.

nn-zero-to-hero

Neural Networks: Zero to Hero

SimTrack

YOLOPv2

YOLOPv2: Better, Faster, Stronger for Panoptic driving Perception

onnx-typecast

Script to typecast ONNX model parameters from INT64 to INT32.

yolov7

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

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

YOLOv6

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

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

HybridNets

HybridNets: End-to-End Perception Network

dronekit-python

DroneKit-Python library for communicating with Drones via MAVLink.

pymavlink

python MAVLink interface and utilities

SwinTrack

OSTrack

[ECCV 2022] Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework

Stark

[ICCV'21] Learning Spatio-Temporal Transformer for Visual Tracking

Search-and-Rescue-SAR-at-sea-with-UAV

A Novelty Approach to Emulate Field Data Captured by Unmanned Aerial Vehicles for Training Deep Learning Algorithms Used for Search-and-Rescue Activities at Sea

Real-time-Auto-License-Plate-Recognition-with-Jetson-Nano

This repository provides you with a detailed guide on how to build a real-time license plate detection and recognition system. The source code of the repository implemented on Jetson Nano reached 40 FPS.