Computer Vision Intern

2 weeks ago

Dwarka Delhi Delhi, India Agrex Technologies Private Limited Full time

**About Agrex.ai**

Agrex.ai is a video analytics company transforming existing CCTV infrastructure into intelligent, real-time monitoring systems for retail, manufacturing, banking, logistics, and education. Our platform delivers people & vehicle analytics, SOP/compliance monitoring, and operational insights—on edge devices (e.g., Jetson) and in the cloud.

**Role Overview**

We’re looking for a Computer Vision Intern who’s excited to learn and contribute to real-world video analytics systems. You’ll get hands-on experience with training and optimizing models, building video pipelines, and deploying on Jetson and NVIDIA GPUs—while working closely with our Product and Engineering teams.

**What You’ll Do**
- Assist in implementing, training, and evaluating detection/segmentation/tracking models (YOLO, RTDETR, Mask models, ByteTrack, OC-SORT).
- Help integrate models into NVIDIA DeepStream / GStreamer pipelines; learn to export to ONNX/TensorRT and optimize for speed & efficiency.
- Contribute to features like people/vehicle counting, dwell/queue analytics, intrusion detection, PPE checks, and simple re-ID.
- Work with real video streams (RTSP/H.264/H.265)—frame sampling, jitter handling, and reconnection logic.
- Write clean Python code (and explore some C++ for performance); assist with unit tests and benchmarking.
- Support dataset preparation: curation, labeling guidelines, using CVAT/Label Studio, and basic augmentation.
- Track experiments with metrics (mAP, recall, FPS, GPU utilization) and document learnings.
- Debug and test field issues with the team; contribute to prototypes and quick fixes.
- Learn best practices for handling enterprise video data securely.

**What We’re Looking For**
- Good coding skills in Python (NumPy, OpenCV, PyTorch/TensorFlow).
- Understanding of basic Computer Vision/ML concepts: convolutions, IoU, NMS, augmentation, overfitting, metrics.
- Exposure to at least one area: object detection, segmentation, or tracking.
- Comfortable learning from documentation, research papers, and implementing small utilities/tools.
- Bonus Points (Nice to Have)
- Familiarity with NVIDIA stack: CUDA, TensorRT, DeepStream.
- Hands-on with Jetson (Xavier/Orin) or other edge devices.
- Knowledge of GStreamer/FFmpeg and video codecs.
- Experience with DVC, W&B, Docker, or ML pipelines.
- Interest in re-ID, pose estimation, OCR, or multi-camera systems.
- Previous projects/internships related to retail, factory, warehouse, or surveillance data.

**Education**
- B.Tech/BE/M.Tech in CS/EE/Maths or equivalent practical experience

Pay: ₹15,000.00 per month

Work Location: In person

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