# IrisRainbowNeko/genshin_auto_fish

基于深度强化学习的原神自动钓鱼AI

Repository: https://github.com/IrisRainbowNeko/genshin_auto_fish
Canonical: https://ross.abutalabs.com/products/genshin_auto_fish
Language: Python
License Family: other
Last push: 2023-12-15T09:30:42+00:00

## Health v2 (maintenance only)
Score: 23/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 0, release rhythm 8, longevity 100
- inputs: {"age_days": 1818, "days_push": 992, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 4758, forks 687 (observed 2026-08-28T04:08:59.024702+00:00)

## What it is
A Genshin Impact auto-fishing AI built from a YOLOX object detection model (fish and rod landing point localization) and a DQN reinforcement learning model that controls click timing. It uses transfer learning and semi-supervised training, with OpenCV-based non-learnable components.

## Use cases
- automatically fish in genshin impact
- detect fish positions on screen with yolo
- control fishing bar timing with reinforcement learning
- train a dqn agent in a simulated fishing environment
- fine-tune a yolox detector on a custom game dataset

## When to choose
- you want hands-free fishing in Genshin Impact on Windows
- you want a reference project combining YOLOX detection with DQN control
- you want to experiment with sim-to-real transfer learning for game automation

## When to avoid
- you need a supported or licensed tool - it has no license and may violate game ToS
- you need real-time visual feedback of detection boxes
- you run Linux/macOS or cannot run the game at 1080x1920 with admin privileges

## Facets
- artifact type: application
- maturity: maintenance
- function: machine-learning, deep-learning, computer-vision, reinforcement-learning, image-processing, game
- domain: gaming-tools, machine-learning, computer-vision, reinforcement-learning
- platform: windows, python
- tags: genshin-impact, auto-fishing, yolox, dqn, game-automation, object-detection, gpu

## Member repositories
- IrisRainbowNeko/genshin_auto_fish (main) score 23

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:08:59.024702+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-29T18:18:51.868207+00:00, confidence not recorded.
  - readme: https://github.com/IrisRainbowNeko/genshin_auto_fish (fetched 2026-08-28T04:08:59.024702+00:00, sha 993819aedd57)
- Data as of 2026-08-30T08:39:29.467469+00:00.