leotac

Awesome-Trajectory-Motion-Prediction-Papers

vidar

traffic-light-relevance-annotation

Annotation for reproducing the result of the paper "Cross-model temporal cooperation via saliency maps for efficient recognition and classification of relevant traffic lights" .

zod

Software Development Kit for the Zenseact Open Dataset (ZOD)

tuning_playbook

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

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

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"

stable-diffusion

A latent text-to-image diffusion model

renderjson

Render JSON into collapsible HTML

OC_SORT

[CVPR2023] The official repo for OC-SORT: Observation-Centric SORT on video Multi-Object Tracking. OC-SORT is simple, online and robust to occlusion/non-linear motion.

ByteTrack

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

Awesome-CLIP

Awesome list for research on CLIP (Contrastive Language-Image Pre-Training).

DRIVE

[ICCV 2021] Deep Reinforced Accident Anticipation with Visual Explanation

glide-text2im

GLIDE: a diffusion-based text-conditional image synthesis model

CarCrashDataset

[ACM MM 2020] CCD dataset for traffic accident anticipation.

OptimizationModels

Optimization Models used in my e-book with the same title

Detection-of-Traffic-Anomaly

This is the repo for our Detection of Traffic Anomaly (DoTA) dataset.

stereo-from-mono

[ECCV 2020] Learning stereo from single images using monocular depth estimation networks

GFPGAN

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

ffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

TerminalImageViewer

Small C++ program to display images in a (modern) terminal using RGB ANSI codes and unicode block graphics characters

advent-of-code

🎄🎄🎄

LOTVS-DADA

Driver Attention Prediction in Accidental Scenarios

awesome-ml4co

Awesome machine learning for combinatorial optimization papers.

subsampled-first-order-optimization-methods

Code for numerical results section of chapter "Subsampled first-order optimization methods with applications in imaging" in Springer book "Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging"

kinetics-dataset

faiss

A library for efficient similarity search and clustering of dense vectors.

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

mmdetection

OpenMMLab Detection Toolbox and Benchmark

bdd100k-models

Model Zoo of BDD100K Dataset