Simplified repo of pix2pixHD for quick prototyping(unofficial)

Code and pretrained models for the paper "Photorealistic Synthetic Crowds Simulation in Indoor environments (PSCS-I): a novel synthetic dataset for realistic simulation of crowd panic and violence …

New generated dataset for fight detection in surveillance cameras.

GTA-Crime: Leveraging Synthetic Video and Feature-Level Domain Adaptation for Enhanced Fatal Violence Detection

A large scale video database for violence detection, which has 2,000 video clips containing violent or non-violent behaviours.

Extract video features from raw videos using multiple GPUs. We support RAFT flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, and TIMM models.

Large-scale Self-supervised Pre-training for Endoscopy

Official pytorch implementation of MuST: Multi-Scale Transformers for Surgical Phase Recognition MICCAI 2024

[MedIA'25] Learning multi-modal representations by watching hundreds of surgical video lectures

[MedIA 2025] - Official repo for the paper: "Scaling up self-supervised learning for improved surgical foundation models"

There are compilations of surgery-related tasks, datasets, and papers.

List of surgical tool datasets organised by task.

[AAAI2024] Official implementation of SurgicalSAM

This repository contains various underwatr datasets for enhancement, detection, segmentation...

Object detection models for identifying species in marine environments.

This repo provides a YOLOv8 model, finely trained for detecting human heads in complex crowd scenes, with the CrowdHuman dataset serving as training data. To boost accessibility and compatibility, …

Adds "face" bounding boxes to the COCO images dataset.

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Code and pretrained models for paper "REGEN: Real-Time Photorealism Enhancement in Games via a Dual-Stage Generative Network Framework"

[NeurIPS 2025 D&B] Open-source Multi-agent Poster Generation from Papers

TensorFlow implementation of ENet

Official Implementation of Semantic Image Synthesis via Diffusion Models

Official codebase for "Diffusion Bridge Implicit Models" (ICLR 2025) and "Consistency Diffusion Bridge Models" (NeurIPS 2024)

Official Repository of "Unpaired Image-to-Image Translation via Neural Schrödinger Bridge" (ICLR 2024)

Unpaired Image-to-Image Translation with Shortest Path Regularization

Repo for the papers "Intrinsic Image Decomposition via Ordinal Shading" (TOG 2023) and "Colorful Diffuse Intrinsic Image Decomposition in the Wild" (TOG 2024)

Official PyTorch implementation of "UrbanIR: Large-Scale Urban Scene Inverse Rendering from a Single Video"

Implementation of "Outdoor inverse rendering from a single image using multiview self-supervision"

Save matplotlib figures as TikZ/PGFplots for smooth integration into LaTeX.