(Pytorch) Training ResNets on ImageNet-100 data
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Updated
Apr 1, 2026 - Python
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imagenet-100
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Creates subsets of ImageNet (e.g. ImageNet100)
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Feb 28, 2024 - Python
Systematic empirical optimization and architectural forensics of a custom ResNet-18. Features a 5-round progressive ablation protocol, from-scratch normalization implementations (BN, LN, GN, BIN), and Grad-CAM interpretability analysis on ImageNet-100.
computer-vision deep-learning optimization grad-cam pytorch normalization iit-delhi resnet-18 ablation-study imagenet-100
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Apr 20, 2026 - Python
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