Vertical evidence

Albumentations evidence in Media and cultural heritage

Creative media, art, cultural heritage, forensics, and visual content workflows.

This page keeps broad public-source counts distinct from the named records below. They describe public evidence, not companies, customers, production deployments, or commercial licenses.

Conservator wearing gloves while restoring a historic photograph — Illustrative imagePhoto: Tahir Xəlfəquliyev on Pexels

Competition records9Released-package competition records tagged to this vertical.View evidence

Verified Hugging Face artifacts72Public models, datasets, and Spaces with code-use or runtime-dependency evidence.View evidence

ML competitions

Winning solutions in Media and cultural heritage

Each competition keeps placement-level public sources and a source image linked back to the competition provider.

View all matching competition records

Kaggle competition image for Vesuvius Challenge - Ink Detection

Image: Kaggle competition page

Kaggle · 2023

Vesuvius Challenge - Ink Detection

Resurrect an ancient library from the ashes of a volcano

Media and cultural heritage Volume segmentation

Placements: 8
Teams: 1,249
Prize pool: $100,000

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Kaggle competition image for Deepfake Detection Challenge

Image: Kaggle competition page

Kaggle · 2020

Deepfake Detection Challenge

Identify videos with facial or voice manipulations

Security and biometrics Video classification

Placements: 6
Teams: 2,114
Prize pool: $1,000,000

Inspect placements and sources

Image: Kaggle competition page

Kaggle · 2020

Google Landmark Recognition 2020

Label famous (and not-so-famous) landmarks in images

General computer vision Image classification

Placements: 2
Teams: 736
Prize pool: $25,000

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Named public records

Inspect the evidence itself

These records are curated examples from the detailed snapshot. Their count can be lower than the broader source count above because the sources are collected and refreshed independently.

Verified Hugging Face artifacts

Each record has public code-use or runtime-dependency evidence. Reference-only cards are not shown here.

View 72 named public recordsExpand

Verified public-code use · Hugging Face model

eymenslimani/plant-disease-detector

4 public downloads · card code import in README.md

Verified runtime dependency · Hugging Face space

Abdallatif/food_diabetes_app_space

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

ABRUBAB/brain-tumor-classifier

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

akhaliq/yolov7

0 public downloads · dependency manifest in requirements.txt

Verified runtime dependency · Hugging Face space

anantha06/diabetic-retinopathy-detection

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

arshenoy/cerebAI

0 public downloads · python ast import in cerebAI.py

Verified runtime dependency · Hugging Face space

AvatarResurrectionChatbot/AvatarChatbot

0 public downloads · dependency manifest in Dockerfile

Verified runtime dependency · Hugging Face space

B-a-r-a-p/DeepGuard

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

bhavna-5/deepfake-detector

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

BINH1998/tooth_decay

0 public downloads · dependency manifest in requirements.txt

Verified runtime dependency · Hugging Face space

caixiaoshun/cloudseg

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face model

csmp-hub/cellpose-histo-cin2-nuc-v1

0 public downloads · card code import in README.md

Verified runtime dependency · Hugging Face model

csmp-hub/cellpose-histo-hgsc-nuc-v1

0 public downloads · card code import in README.md

Verified runtime dependency · Hugging Face model

csmp-hub/cellvit-histo-cin2-nuc-v1

0 public downloads · card code import in README.md

Verified runtime dependency · Hugging Face model

csmp-hub/cellvit-histo-hgsc-nuc-v1

0 public downloads · card code import in README.md

Verified runtime dependency · Hugging Face model

csmp-hub/hovernet-histo-cin2-nuc-v1

0 public downloads · card code import in README.md

Verified runtime dependency · Hugging Face model

csmp-hub/hovernet-histo-hgsc-nuc-v1

0 public downloads · card code import in README.md

Verified runtime dependency · Hugging Face space

Dongmsb/AIEye-Glaucoma

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

Dorel432/deepfake-detector

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

ellojerahmeel/Sentinel-Deepfake-Detector

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

eloise54/kvasir_unet_project

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

ericskh2/deepfake-detection-project

0 public downloads · python ast import in app.py

Verified public-code use · Hugging Face space

fisherman611/handwritten-mathematical-expression-recognition

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

gphua1/rklb_materials_deploy

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face model

Hajorda/keduClassifier

0 public downloads · dependency manifest in README.md

Verified runtime dependency · Hugging Face space

Hajorda/keduClassifier

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face model

histolytics-hub/cellpose-histo-cin2-pan-v1

0 public downloads · card code import in README.md

Verified runtime dependency · Hugging Face model

histolytics-hub/cellpose-histo-hgsc-pan-v1

0 public downloads · card code import in README.md

Verified runtime dependency · Hugging Face model

histolytics-hub/cellvit-histo-cin2-pan-v1

0 public downloads · card code import in README.md

Verified runtime dependency · Hugging Face model

histolytics-hub/cellvit-histo-hgsc-pan-v1

0 public downloads · card code import in README.md

Verified runtime dependency · Hugging Face model

histolytics-hub/hovernet-histo-cin2-pan-v1

0 public downloads · card code import in README.md

Verified runtime dependency · Hugging Face model

histolytics-hub/hovernet-histo-hgsc-pan-v1

0 public downloads · card code import in README.md

Verified public-code use · Hugging Face model

Infarondus/Klein-marchen_Base

0 public downloads · card code import in README.md

Verified runtime dependency · Hugging Face space

Jesusrodriguezf90/skin-lesion-analysis

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

JimSmith007/P9_API-Segformer

0 public downloads · dependency manifest in Dockerfile

Verified runtime dependency · Hugging Face space

Kaan3535/deepfake-detection-efficientnet

0 public downloads · python ast import in app.py

Verified public-code use · Hugging Face space

KaiSKX/Alzheimer_Detection

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

malmukhtar/ImageDetection

0 public downloads · dependency manifest in app.py

Verified runtime dependency · Hugging Face space

mkthoma/custom_yolo_v3

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

Mosiur/gerbera-disease-detector

0 public downloads · dependency manifest in requirements.txt

Verified runtime dependency · Hugging Face space

msradam/riprap-vllm

0 public downloads · dependency manifest in Dockerfile

Verified runtime dependency · Hugging Face space

narainp/Deep-Steganalysis-detector

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

Neelima0405/Deepfakedetection

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

ninjaonsteroids/DeepSecure-AI

0 public downloads · python ast import in data/augmentation_utils.py

Verified runtime dependency · Hugging Face space

nirmalpratheep/CIFAR100_ImageClassifier

0 public downloads · python ast import in preprocess.py

Verified runtime dependency · Hugging Face space

Parfait60/mnist-api

0 public downloads · dependency manifest in Dockerfile

Verified runtime dependency · Hugging Face space

PracSapiens/GazeFollow

0 public downloads · dependency manifest in requirements.txt

Verified runtime dependency · Hugging Face space

Pucho/deteccion-floracion

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

rachit-ml/Women_disease_app_biobuilders_0.1

0 public downloads · dependency manifest in requirements.txt

Verified runtime dependency · Hugging Face space

Raktik/deepfake-detector_image

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

ram-1024/deepfake-detector

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

ram-1024/deepfake-detector-v2

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

RudraShivm/skin-cancer-detection-demo

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

Sageking9/INR-Harmon

0 public downloads · dependency manifest in Dockerfile

Verified runtime dependency · Hugging Face model

schirrmacher/ormbg

0 public downloads · dependency manifest in environment.yaml

Verified runtime dependency · Hugging Face space

selvaraj-sembulingam/object-detection-with-yolov3

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

Shashe24/deepfake-detection

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

Shri04/deepfake-detector

0 public downloads · dependency manifest in requirements.txt

Verified runtime dependency · Hugging Face space

shriarul5273/model-optimization-lab

0 public downloads · dependency manifest in app.py

Verified runtime dependency · Hugging Face space

Sumit0098073e5/scientific-forgery-detector

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

Sumit0098073e5/TruthLens-AI

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

Sumit0098073e5/Universal-Deepfake-Detector

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

sunsmarterjieleaf/yolov12

0 public downloads · dependency manifest in pyproject.toml

Verified runtime dependency · Hugging Face space

sunsmarterjieleaf/yolov12_demo2

0 public downloads · dependency manifest in pyproject.toml

Verified runtime dependency · Hugging Face space

sunsmarterjieleaf/yolov12_demo3

0 public downloads · dependency manifest in pyproject.toml

Verified runtime dependency · Hugging Face space

Sweety111/Deepfake_Image_Detection_Model_Phase1

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

Sweety111/Deepfake_image_detection_model_Phase2

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

TerryWang502/cxr-report-copilot

0 public downloads · dependency manifest in Dockerfile

Verified runtime dependency · Hugging Face space

waddah2009/crack-inspector

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

waddah2009/crack-inspector-v2

0 public downloads · python ast import in app.py

Verified runtime dependency · Hugging Face space

wish44165/YOLOv12-BoT-SORT-ReID

0 public downloads · dependency manifest in pyproject.toml

Verified runtime dependency · Hugging Face space

wishartgroup/AvatarChatbot

0 public downloads · dependency manifest in Dockerfile

Inspect all public GitHub evidence