Javier Martí Isasi's repositories
Color-Based-Tracking-with-OpenCV
In this real-case scenario, an advanced Computer Vision project successfully tracks the tip of a glowing steel bar using color-based tracking techniques with OpenCV.
OCR-free-Document-Understanding-with-Donut-Transformer
This project tackles a real-world challenge of automating client document processing, with a focus on enhancing document classification, error detection, data extraction, and validation.
YOLOv5m-training-using-finetuning-and-data-augmentation-on-a-custom-labeled-dataset
Object detection YOLOv5m finetuning on custom dataset with PyTorch. The custom dataset was labeled in CVAT and preprocessed in Roboflow. Data augmentation is implemented in the last experiments. Inference on images.
Finetuning-Stable-Diffusion
Finetuning Stable Diffusion 2.0 and Stable Diffusion 1.5
Text-to-image-generation-with-Stable-Diffusion
Stable Diffusion is a text-to-image latent diffusion model created by the researchers and engineers from CompVis, Stability AI and LAION. It is trained on 512x512 images from a subset of the LAION-5B database.
Multiclass-semantic-segmentation-using-U-Net
Multiclass semantic segmentation using U-Net with Keras.
Binary-semantic-segmentation-using-U-Net
Binary semantic segmentation using U-Net (in Keras)
Finetuning_YOLOv5m_on_custom_dataset
Object detection YOLOv5m training on custom dataset with PyTorch using Transfer Learning and Fine Tuning. Inference on videos.
GANs-with-limited-data
BigGAN training with limited data using Transfer Learning, Data Augmentation and Conistency Regularization.
Object-detection-with-MobileNet-SSD
Object detection with MobileNet SSD, pretrained on the MS COCO dataset and fine-tuned on PASCAL VOC, implemented with OpenCV.