Computer Vision / Deep Learning Engineer
- Джерело:
- djinni.co
Що робити
- Develop, train, and optimize deep learning models for:
- image retrieval
- image matching (keypoint detection and matching)
- auxiliary perception tasks supporting the main pipeline
- Evaluate models using quantitative metrics, including:
Що очікуємо
- 2–4+ years of experience in Computer Vision / Deep Learning
- Hands-on experience with keypoint detection and matching models (e.g. SuperPoint, R2D2, DISK, LightGlue, SuperGlue)
- Experience with image retrieval or metric learning systems
- Strong understanding of geometric and motion-related computer vision concepts:
- keypoint detection and description
Що пропонуємо
- Experience with noisy or imperfect real-world datasets
- Self-supervised or unsupervised learning methods (contrastive learning, homography supervision, etc.)
- Experience optimizing models for edge deployment (quantization, pruning, distillation)
- Familiarity with FAISS or similar vector search systems
- Experience with optimization libraries for geometric problems (bundle adjustment, pose refinement)
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