Projects on João Tremoçohttps://joaotremoco.website/projects/Recent content in Projects on João TremoçoHugoenTiny-Diffusionhttps://joaotremoco.website/projects/tiny_diffusion/Mon, 01 Jan 0001 00:00:00 +0000https://joaotremoco.website/projects/tiny_diffusion/Minimal diffusion model for 16×16 video‑game sprites (DDPM/DDIM) in PyTorch.Language‑Guided Zero‑Shot Object Detectionhttps://joaotremoco.website/projects/language_guided_zero_shot/Mon, 01 Jan 0001 00:00:00 +0000https://joaotremoco.website/projects/language_guided_zero_shot/YOLO + CLIP pipeline that detects objects guided by natural‑language prompts (webcam demo included).Transformers Almost From Scratchhttps://joaotremoco.website/projects/transformers_almost_from_scratch/Mon, 01 Jan 0001 00:00:00 +0000https://joaotremoco.website/projects/transformers_almost_from_scratch/Educational PyTorch implementation of core Transformer components with a tiny LM (and a ViT variant).Neural Network from Scratch (NumPy)https://joaotremoco.website/projects/ml_from_scratch/Mon, 01 Jan 0001 00:00:00 +0000https://joaotremoco.website/projects/ml_from_scratch/A modular neural network built using only NumPy — layers, forward/backward, gradients, and Iris demo.Gallery Date Sorterhttps://joaotremoco.website/projects/gallery_sorter/Mon, 01 Jan 0001 00:00:00 +0000https://joaotremoco.website/projects/gallery_sorter/GUI tool to organize photos and videos into YYYY‑MM folders by creation date.