# fromgof/TridentVision

> A complete FPGA implementation of YOLOv26m object detection on Xilinx Kintex-7 with no C code: GigE Vision camera in, HDMI bounding boxes out, no PC involved.

- Magnitude: 1.0 out of 10 — Steady
- Stars: 236 total · +2 stars on 2026-09-25 (UTC)
- Star trust: star growth looks organic
- Category: Hardware, IoT & robotics · Language: Verilog · License: AGPL-3.0 · Created: 2026-09-09 · Last push: 2026-09-09
- GitHub: https://github.com/fromgof/TridentVision · Page: https://gitnova.dev/en/r/fromgof/TridentVision

## Useful for

- Deploy a standalone object detector on Kintex-7 without a PC or GPU
- Verify bit-exact match between FPGA inference and the C reference model
- Package a YOLO accelerator IP core with chip-DNA license binding

## Why it’s here

- 2 stars today.
- The repository is 16 days old and already has 236 stars.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 59
- Issues and pull requests: 0
- Watchers: 0
- Average over the last week: 6 per day
- Usual pace: 13 per day
- Latest release: v1.0.0 (2026-09-09)

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-09-30 … 2026-10-29: None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None

## Magnitude by day, last 13 days

09-13 2.0, 09-14 2.7, 09-15 3.0, 09-16 3.6, 09-17 2.7, 09-18 1.8, 09-19 1.6, 09-20 1.3, 09-21 1.2, 09-22 1.1, 09-23 1.1, 09-24 1.1, 09-25 1.2

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-09-25 23:47 UTC, updated every 30 minutes.