Claude Skills by VectorSpaceLab

"Route Image Super-Resolution via Iterative Refinement SR3/DDPM

"Prepare and validate LR/HR/SR dataset layouts for image-directory

"Guide PSNR/SSIM result-pair evaluation and TensorBoard/W&B logging

"Routes pretrained super-resolution inference and unconditional

"Route config parsing, SR3/DDPM selection, conditional inputs, beta

"Route sr.py super-resolution training, validation, resume, and

"Route image deduplication tasks for the imagededup package:

"Find duplicate images with CNN encodings, pretrained backbones, or

Score retrieved duplicate maps and plot duplicate groups in imagededup.

"Find exact or near-duplicate images with perceptual, average,

"Routes Imagen-Pytorch workflows for image and video diffusion,

"Author and validate imagen-pytorch configs and safely use the

"Prepare Imagen-Pytorch image folders, Hugging Face dataset items,

"Construct and use imagen-pytorch image diffusion models for

"Use ImagenTrainer for imagen-pytorch training loops, dataloaders,

"Use Imagen-Pytorch video generation and image/video inpainting

"Router for imbalanced-learn samplers, workflows, metrics,

"Router for imbalanced-learn dataset fabrication, benchmark

"Router for imbalanced-learn pipelines, leakage-safe resampling,

"Router for imbalanced-learn balanced mini-batch helpers for Keras

"Router for imbalanced-learn over-sampling, under-sampling, combine

"Create, restart, audit, and scale img2dataset runs for turning URL

"Build, validate, and troubleshoot img2dataset CLI/API download

"Choose and debug img2dataset distributed execution, throughput

"Choose and debug img2dataset resizing, encoding, filtering, and

"Choose and validate img2dataset input schemas, output formats,

"Route img2img-turbo paired and unpaired image-to-image

"Route Pix2Pix-Turbo paired image-translation inference for

"Guide Pix2Pix-Turbo and CycleGAN-Turbo training, dataset

"Guide CycleGAN-Turbo unpaired translation with pretrained

"Use when working with imgaug image augmentation pipelines, aligned

"Use when applying imgaug transforms to keypoints, boxes, polygons,

"Use when building, combining, or debugging imgaug image

"Use when running imgaug batches in background processes or

"Use when controlling imgaug stochastic parameters, seeds,

"Guide imgclsmob image-classification model selection, CPU

"Plan and safely inspect cross-framework model conversions without

"Route TensorFlow 2, legacy TensorFlow 1 with Tensorpack,

"Select, prepare, and run verified Gluon or PyTorch/pytorchcv

"Build safe dataset-aware training and evaluation commands for the

"Routes InfiniteYou-FLUX identity-preserving photo recrafting tasks

"Prepares InfiniteYou model files and operates the self-contained

"Routes InfiniteYou-FLUX self-contained identity-preserving image

"Routes implementation-level debugging and customization of

"Use for Informer2020 long-sequence time-series forecasting

"Prepare custom time-series CSVs, validate feature/target/frequency

"Train, validate, test, smoke-check, and interpret Informer2020

"Guides Instill Core Docker Compose, Helm, integration-test, and

"Guides Instill Core Helm rendering, Kubernetes deployment, chart

"Guides Instill Core compose, Helm, model-integration, and dummy