Accelerated deep learning R&D
$ npx skills add catalyst-team/catalystAlternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)
Accelerated deep learning R&D
$ npx skills add catalyst-team/catalystAn OBS plugin for removing background in portrait images (video), making it easy to replace the background when recording or streaming.
$ npx skills add royshil/obs-backgroundremoval🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code
$ npx skills add huggingface/knockknockA repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.
$ npx skills add PINTO0309/PINTO_model_zooOpen-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks
$ npx skills add open-compass/VLMEvalKitTorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
$ npx skills add torchgeo/torchgeoOfficial Repository for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]
$ npx skills add digantamisra98/MishScenic: A Jax Library for Computer Vision Research and Beyond
$ npx skills add google-research/scenicA python library for self-supervised learning on images.
$ npx skills add lightly-ai/lightlySuperfast AI decision making and intelligent processing of multi-modal data.
$ npx skills add aurelio-labs/semantic-routerEffortless AI-assisted data labeling with AI support from YOLO, Segment Anything (SAM+SAM2/2.1+SAM3), MobileSAM!!
$ npx skills add vietanhdev/anylabelingA modular high-level library to train embodied AI agents across a variety of tasks and environments.
$ npx skills add facebookresearch/habitat-labAI watermark remover. CLI and Python library to strip visible and invisible AI watermarks (Gemini / Nano Banana sparkle, SynthID) and provenance metadata (C2PA, EXIF, IPTC) from images.
$ npx skills add wiltodelta/remove-ai-watermarksAn open source library and framework for deep learning on satellite and aerial imagery.
$ npx skills add azavea/raster-visionA Python package for fast and robust Image Stitching
$ npx skills add OpenStitching/stitchingRay tracing and hybrid rasterization of Gaussian particles
$ npx skills add nv-tlabs/3dgrutHow to choose
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Efficient Segmentation Networks if it already passes your workflow test and repository review.
Next step
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.