Research implementation of advanced computer vision techniques including Semantic and Panoptic Segmentation. Explores architectures like Mask2Former and SAM (Segment Anything Model) with a focus on LoRA-based fine-tuning for specialized datasets.
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Refactored code for clarity. Made data importing portable. Also included a requirements.txt file
d326ac7View on GitHubI believe the DDP is fully working as well as the inference. Next step is to do further testing to ensure everything is working as it should.
7bb91ffView on GitHubFinished everything up until the training. Next is running a full training session and then implementing distributed training
835b8dbView on GitHub