Semantic Segmentation of Off-Road Scenes
Fine-tuned Facebook's DINOv2 as a frozen backbone with a custom SegFormer-style decoder head for pixel-wise semantic segmentation of off-road terrain.
About
I am a driven and dedicated Computer Science Engineer who possesses a profound enthusiasm for research and a deep-rooted interest in the continuous development of Machine Learning. I am proficient in analytical acumen, problem-solving, and Computer Science engineering principles with diverse applications.
Projects
Real-Time Facial Expression Detection using CNN
Built and trained a CNN model to classify 7 facial emotions achieving ~99% training accuracy using OpenCV for real-time face detection.
Photo Sorter — Face Recognition Pipeline
Built an end-to-end photo sorting pipeline using FaceNet to generate face embeddings and classify family members via a trained SVM classifier.
Education
2024 — Current
Btech in Computer Science Engineering in Computer Science Engineering at Delhi Technical Campus
2021 — 2023
Intermediate at Vigyananand Kendriya Vidyalaya
Skills
PythonSCILABRNumPyPandasMatplotlibScikit-LearnTensorFlowKerasSciPyOpenCVMachine LearningDeep Learning