AI/ML●●Solid
2500 vision benchmarks / evals for Vision Language Models
Daily arXiv scraping with Claude classification beats manual curation.
Niche GemBig Brain
zakariaelhjouji
102mo ago
Back to browse
Run any VLM on real-time video
by zakariaelhjouji·Mar 8, 2026·1 point·0 comments
AI Analysis
●MidShip It
3-line real-time VLM API, but competing products handle camera inference already.
Strengths
- •Genuinely simple SDK surface: three lines of code to chain camera input → model → callback is excellent DX
- •Positioned for growth across assistive tech, home security, and moderation—clear use case ladder
Weaknesses
- •Minimal technical differentiator: camera-to-model inference is table stakes for inference platforms (Replicate, Banana, Modal)
- •Landing page shows no benchmarks, latency claims, or pricing—unclear value vs. Gradio/Streamlit video support or native SDKs
- •No code, no open-source, no hosted demo evidence of actual capability beyond marketing copy
Category
Target Audience
Developers building video agents, accessibility apps, home security, and content moderation systems
Similar To
Replicate · Banana.dev · Modal Labs
Similar Projects
AI/ML●●●●Gem
Can I run a model language on a 26-year-old console?
Streams LLM weights from CD-ROM during inference to fit 77MB models in 32MB RAM.
WizardryZero to OneBig Brain
xaskasdf
46122mo ago
Developer Tools●●Solid
A Pure-Python Computer Vision Library That's Fast and Minimal
Multi-threaded video capture fixes OpenCV's standard blocking I/O bottleneck for Python pipelines.
Solve My ProblemNiche Gem
abhiTronix
1029d ago
AI/ML●●●Banger
Marlin-2B: a tiny VLM to extract structured information from videos
Beats Qwen2.5-VL-7B on temporal grounding while running on a single consumer GPU.
Dark HorseBig Brain
HappyPablo
7228d ago
AI/ML●●●Banger
Cursed Browser – a VLM reads the HTML and hallucinates the page
Ditches the rendering engine entirely to let a VLM hallucinate the pixels from HTML.
WizardryBold BetRabbit Hole
scosman
7121d ago
AI/ML●●Solid
Agentic – Vesta AI Explorer
Runs Foundation Models on the Neural Engine and can also host MLX/GGUF models locally while offering an in-app HuggingFace browser, on-device WhisperKit/tts, vision analysis and image/video generation — all in a native SwiftUI shell. Exposing 33+ tools over TCP via the Model Context Protocol is a clever move for automation and orchestration, but the macOS-only scope and crowded local-LLM space mean it's a powerful niche play rather than a universal winner.
WizardrySlick
scouzi1966
114mo ago