머신러닝 · GitHub

The implementation of various lightweight networks by using PyTorch. such as：MobileNetV2，MobileNeXt，GhostNet，ParNet，MobileViT、AdderNet，ShuffleNetV1-V2，LCNet，ConvNeXt，etc. ⭐⭐⭐⭐⭐

AI Image Signal Processing and Computational Photography. Official library for NTIRE (CVPR) and AIM (ICCV/ECCV) Challenges. You will find Learned ISPs, RAW Restoration-Upsampling-Reconstruction, Image Enhancement, Bokeh rendering and more!

Texture synthesis from examples

A curated list of all the Awesome --Topic Name-- lists I've found till date relevant to Data lifecycle, ML and DL.

YOLO11 research prototype for detecting people associated with potentially dangerous objects in public-area imagery, with thesis evidence, reproducibility notes, and responsible-use guidance.

Awesome list for medical imaging agents: radiology agents, pathology agents, segmentation agents, medical VLM agents, self-evolving agents, benchmarks, datasets, tools, and papers.

Metal-native differentiable 3D Gaussian Splatting for Apple Silicon: fused forward+backward rasterizer on PyTorch MPS, no CUDA anywhere.

Estimating the Focal Length of a Monocular Image

• 🎯 16 mm mean absolute error on a held-out set of real photographs
• 📐 Reports both the 35mm-equivalent and the physical focal length, deriving the sensor crop factor from EXIF when the camera recorded it

Real-time object detection on Android using the YOLO network with TensorFlow

Deep learning for brain tumor MRI: detection (99.4%) and 4-class typing (94.75%) via EfficientNet transfer learning + Grad-CAM.

Official Tensorflow implementation of "M-LSD: Towards Light-weight and Real-time Line Segment Detection" (AAAI 2022 Oral)

🧠 AI based Indian stock market prediction with deep learning framework. Predicts 5-day OHLC prices + Buy/Hold/Sell Signals with candlestick visualization.

• 🤖 4 models — LSTM · BiLSTM · GRU · CNN-LSTM, each with its own signal classifier
• 📊 Run All mode — trains all 4 models at once and ranks them by RMSE