Developer Tools●●Solid
Overlay map tiles onto Autodesk's 3D BIM Viewer
Coordinate transform pipeline from Revit to WGS84 that Autodesk's own viewer doesn't provide.
Niche GemBig Brain
gubets
402mo ago
Back to browse
GitHub Repository
5 starsPython
TiGrIS, a tiling compiler that fits ML models onto embedded devices
by asteinh·Apr 29, 2026·20 points·0 comments
AI Analysis
●●●BangerBig BrainNiche Gem
Fits 4.5MB models into 256KB SRAM via tiling with zero dynamic memory allocation.
Strengths
- •Shrinks 4.59MB peak memory to 256KB via temporal partitioning and tiling.
- •Zero dynamic allocation runtime ensures deterministic execution on bare-metal hardware.
- •Target-agnostic binary plan works across ESP32, Cortex-M, and POSIX hosts.
Weaknesses
- •Requires separate runtime repository, adding integration complexity to existing firmware builds.
- •Tiling overhead may increase latency compared to native operators on hardware.
Category
Target Audience
Embedded ML engineers, firmware developers working with Cortex-M or ESP32
Similar To
Apache TVM · TensorFlow Lite for Microcontrollers · ONNX Runtime
Similar Projects
AI/ML●●Solid
On-device embedding and vector search for Apple Devices, built in Zig
Manually converting PyTorch models to CoreML so you don't have to call cloud APIs.
Niche GemWizardry
mcdow
202mo ago
Security●●●Banger
Zero-allocation embedded security in Rust (fits in 256KB Flash)
Sub-microsecond CAN frame detection with zero heap allocation in 122K lines of Rust.
WizardryBig BrainNiche Gem
victor-craton
401mo ago
AI/ML●●●Banger
Willitrun – check if any ML model runs on any device (benchmark-backed)
Real benchmark database for edge ML when most tools only guess at performance.
Solve My ProblemDark Horse
smoothyy
122mo ago
AI/ML●●Solid
I built a local coding agent using Apple Intelligence
Compile-Verify-Fix loop is clever scaffolding for guiding small on-device models.
Big BrainBold Bet
podlp
302mo ago
AI/ML●●Solid
Fingerprinting Text Embedding Models via Floating-Point Artifacts
Identifies embedding models from digit patterns alone, ignoring semantic content entirely.
Big BrainWizardry
yantrams
103mo ago