djev-dev
Structured decisions with DiffusionGemma and vLLM. Native image inputs, image choices, live camera sampling, and a compact one-step inference path.
Details
- External ID
- 1377401228
- Source
- GITHUB
- Company
- —
- Product
- djev-dev
- Website domain
- github.com
- Launched
- Sept. 19, 2026
- Cohort
- —
- Upvotes
- 142
- Upvotes percentile
- 0.9474122469894952
- Tags
- —
- Fetched at
- Sept. 23, 2026, 5:02 p.m.
- Updated at
- Sept. 23, 2026, 5:02 p.m.
Enrichment
- Theme
- ai video generation and editing tools
- Vertical
- Horizontal
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- structured visual decision engine using diffusion models and vllm
- Manually corrected
- False
Could you build this?
Partial A camera capture frontend is easy to build, but executing a single-step diffusion latent decision path within vLLM requires deep knowledge of generative diffusion model internals.
What it would actually take: This stack requires a vLLM serving backend modified to hook into DiffusionGemma's denoising step, bypassing multi-step sampling to extract structured categorical embeddings directly from early latents. The hard technical task is fine-tuning the vision-language diffusion backbone and engineering custom CUDA/vLLM kernels to deliver low-latency multi-modal classification.
Competitors
Other products that read as similar to this one — 1176 launches clear the similarity bar, closest 8 shown.
Attention rank: #80 of 1177 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 325 days after the earliest competitor.
- djev · github · 2026-09-21 · 84 upvotes · similarity 0.76
- openjev · github · 2026-09-18 · 306 upvotes · similarity 0.68
- djev-spark · github · 2026-09-18 · 172 upvotes · similarity 0.66
- VGGT-Diff · github · 2026-09-27 · 44 upvotes · similarity 0.64
- laya-vision · github · 2026-09-19 · 38 upvotes · similarity 0.62
- PerF · github · 2026-09-26 · 10 upvotes · similarity 0.61
- jiffy · github · 2026-09-21 · 9 upvotes · similarity 0.59
- vllm-jev · github · 2026-09-24 · 72 upvotes · similarity 0.58
Other launches for this product
- No other launches for this product.
Same idea, different domain
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