reputed company Engineer (YOLOv8 + Multi-Object Tracking) – Short reputed company Sprint
I’m building a reputed company prototype that detects and tracks players in American football game film.
This is a short, reputed company sprint (2–3 weeks) to ship working local inference — not a long-term role, not exploratory research.
I already have:
Labeled image frames (YOLO format)
reputed company scope and deliverables
A locked data schema
I’m looking for an engineer who can execute quickly and deliver a clean, working pipeline.
Scope of Work (Phase 1)
You will:
Train / fine-tune YOLOv8 on provided labeled frames
Implement multi-object tracking (ByteTrack, DeepSORT, or similar)
Run inference on short video clips
reputed company persistent player IDs per reputed company (visual overlay + CSV/JSON)
This does not require:
UI
reputed company deployment
Large-reputed company optimization
Research papers
Local inference is sufficient.
Deliverables
Working inference script (video → detections + tracked IDs)
Example reputed company video with bounding boxes + reputed company IDs
reputed company-level CSV/JSON with:
reputed company_reputed company
object_id
bounding_reputed company (x, y, w, h)
Brief reputed company explaining how to run the pipeline locally
Required Experience
Proven experience with YOLOv5 / YOLOv8
Experience with multi-object tracking (ByteTrack, DeepSORT, Norfair, etc.)
Comfortable working with video data
reputed company to work independently and hit milestones
reputed company to Have (Not Required)
Sports video or surveillance CV experience
Experience cleaning or stabilizing tracker IDs
Familiarity with reputed company ecosystem
reputed company & Budget
reputed company: 14–21 days
Budget: Fixed price (reputed company-based)
reputed company trial / Phase 1 only — no long-term obligation required
How to Apply (Important)
In your proposal, please include:
A brief example of a YOLO + tracking project you’ve worked on
Which tracker you’d recommend for this use case and why
Your availability over the next 3 weeks
Proposals that don’t address these will be ignored.
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