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README.md
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Model: ResNet18_M3
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Dataset: EuroSAT
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Classes: 10
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Input: 64×64 RGB
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Training: transfer learning from ImageNet
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Test accuracy: ~97%
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Based on: [this paper](https://pdf.sciencedirectassets.com/273474/1-s2.0-S1574954126X20027/1-s2.0-S1574954126001925/main.pdf?X-Amz-Security-Token=IQoJb3JpZ2luX2VjEMf%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FwEaCXVzLWVhc3QtMSJHMEUCIQDpw6JJuiyBILLlPGDO1ymY4ncxnNCJgtyWECUWhOuN%2FwIgR3cA%2FTSwgFN0LNAJA2HkTOXeyiezxYDa1iU9Gma48%2BAqvAUIkP%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FARAFGgwwNTkwMDM1NDY4NjUiDNuedMwPItxmd7sOQSqQBWyDhGWLNT%2F%2FTX1hoIm5jjIkOImHgSAkQcBRXmZxIHWR19oA3f3CoJtswoguThgowrDrDTer6sp%2BGqazFF29%2FrJEKRePmkzRI%2B1H3ENJKVcE1iWmoL6tDcQmo%2BcysKTzW5zdaZm661K7%2BlmnkEXJ7NT8W7JaFIQxjpco94xhBafh4tPHStQUvx0GhyEYE412ppKgWHpt%2Fa65GBZhmYvOIDEOX51P2M8HndsuJhVNdcfdJ8imeHDUPzjrXcRPhxL6BXI5gXTkXpJlKeRCw98KUJPx0PPzoL3PidUFhcapQQIYl89HjM%2BWtRSyXNBuujDHS8GEOIAv%2BW69i6Py%2FpXWTNHN0r7STmC%2FQ3719vj7xY8z%2BMRRnAKBvdj1aL9JBfEqRumu%2BHYZps5imm74jGvbVVhA9wrPQZ5xRVsockyYZmAzuZ80Q3dZQUYfMwWY1FaTpUhJGRYONxcuC7WHBrRiIr9kJ%2FAMdtt%2Fv8v4lpelDv4nuMYJfTArp7ZC%2B6rVhQWNi2gdALNTDWgZkJYwo%2BhK1BKehWks8S1VDJ54QdF713dSBNhjHhG4MExkxP72xzYiJnK9DQDM7Nqcj8MIVfSmh0h8nB1UC6H3%2BnlZ2sltBrPmvbVEVcVb8kWOLQGEwW72sM9obQeayW4lo15d5nuOh0D6vhwvJXe%2FHIRHPMxciRcKS9xDnljXb%2BQHbWs9tyg0bJdngSKAglUoYzkJn93gPhhEwZFJRwmdNE5IjtUILVz3oGa5JI7vTXoCUb7Y1UhM9JdAaTYN11FQWcZhal7qXvvfl4y7HC9EIONgvs6rjV7cuLMWEcYpjfJkvYmobfgS8czbqI9cBBrzlQc3ZTulZ%2B4P5PW2Cyq9VtgbOvHvvdWLMOOtnNQGOrEBut7lkzeY4dDLXbzLl7Qi7SAcxANTxXBZkCT1XWCOhEpcAden%2F1VPjTHYMQ0BFBHMakKADFfapmzB3l5g7gG7xpiE3Ft0I4tBZoZAlg3Tcht8JvkM0%2Bs720r%2FSnweDwemNda7I%2BfHe6J%2BtezYaODmSFepUcS1t2NiCmC9vdWZg5Zsn2gO5wtptYaVImOLiIdWdtJRBPsfBQRt0nBbWO2sqktQfZyymkRfGAkzOnCpUM%2F%2F&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Date=20260820T164412Z&X-Amz-SignedHeaders=host&X-Amz-Expires=300&X-Amz-Credential=ASIAQ3PHCVTYXI74TSJV%2F20260820%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Signature=c86c57f5afba235101b5472a7a99730e33523aca4dc939aa2fdc58c40f33e938&hash=b6e33cbeff70e5eed76f4ff7f31437b704c253f8fc5cf88099d0342f176e86dc&host=68042c943591013ac2b2430a89b270f6af2c76d8dfd086a07176afe7c76c2c61&pii=S1574954126001925&tid=spdf-2b347bbf-78c3-4d0a-9eb1-1f92cfa7161c&sid=af8a6bd31524d94ea148e797d4296041759cgxrqa&type=client&tsoh=d3d3LnNjaWVuY2VkaXJlY3QuY29t&rh=d3d3LnNjaWVuY2VkaXJlY3QuY29t&ua=0809045202540a0257025f&rr=a2e2dc7c9b0ee4ac&cc=ro)
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---
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Model: ResNet18_M3
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Dataset: EuroSAT
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Classes: 10
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Input: 64×64 RGB
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Training: transfer learning from ImageNet
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Test accuracy: ~97%
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Based on: [this paper](https://pdf.sciencedirectassets.com/273474/1-s2.0-S1574954126X20027/1-s2.0-S1574954126001925/main.pdf?X-Amz-Security-Token=IQoJb3JpZ2luX2VjEMf%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FwEaCXVzLWVhc3QtMSJHMEUCIQDpw6JJuiyBILLlPGDO1ymY4ncxnNCJgtyWECUWhOuN%2FwIgR3cA%2FTSwgFN0LNAJA2HkTOXeyiezxYDa1iU9Gma48%2BAqvAUIkP%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FARAFGgwwNTkwMDM1NDY4NjUiDNuedMwPItxmd7sOQSqQBWyDhGWLNT%2F%2FTX1hoIm5jjIkOImHgSAkQcBRXmZxIHWR19oA3f3CoJtswoguThgowrDrDTer6sp%2BGqazFF29%2FrJEKRePmkzRI%2B1H3ENJKVcE1iWmoL6tDcQmo%2BcysKTzW5zdaZm661K7%2BlmnkEXJ7NT8W7JaFIQxjpco94xhBafh4tPHStQUvx0GhyEYE412ppKgWHpt%2Fa65GBZhmYvOIDEOX51P2M8HndsuJhVNdcfdJ8imeHDUPzjrXcRPhxL6BXI5gXTkXpJlKeRCw98KUJPx0PPzoL3PidUFhcapQQIYl89HjM%2BWtRSyXNBuujDHS8GEOIAv%2BW69i6Py%2FpXWTNHN0r7STmC%2FQ3719vj7xY8z%2BMRRnAKBvdj1aL9JBfEqRumu%2BHYZps5imm74jGvbVVhA9wrPQZ5xRVsockyYZmAzuZ80Q3dZQUYfMwWY1FaTpUhJGRYONxcuC7WHBrRiIr9kJ%2FAMdtt%2Fv8v4lpelDv4nuMYJfTArp7ZC%2B6rVhQWNi2gdALNTDWgZkJYwo%2BhK1BKehWks8S1VDJ54QdF713dSBNhjHhG4MExkxP72xzYiJnK9DQDM7Nqcj8MIVfSmh0h8nB1UC6H3%2BnlZ2sltBrPmvbVEVcVb8kWOLQGEwW72sM9obQeayW4lo15d5nuOh0D6vhwvJXe%2FHIRHPMxciRcKS9xDnljXb%2BQHbWs9tyg0bJdngSKAglUoYzkJn93gPhhEwZFJRwmdNE5IjtUILVz3oGa5JI7vTXoCUb7Y1UhM9JdAaTYN11FQWcZhal7qXvvfl4y7HC9EIONgvs6rjV7cuLMWEcYpjfJkvYmobfgS8czbqI9cBBrzlQc3ZTulZ%2B4P5PW2Cyq9VtgbOvHvvdWLMOOtnNQGOrEBut7lkzeY4dDLXbzLl7Qi7SAcxANTxXBZkCT1XWCOhEpcAden%2F1VPjTHYMQ0BFBHMakKADFfapmzB3l5g7gG7xpiE3Ft0I4tBZoZAlg3Tcht8JvkM0%2Bs720r%2FSnweDwemNda7I%2BfHe6J%2BtezYaODmSFepUcS1t2NiCmC9vdWZg5Zsn2gO5wtptYaVImOLiIdWdtJRBPsfBQRt0nBbWO2sqktQfZyymkRfGAkzOnCpUM%2F%2F&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Date=20260820T164412Z&X-Amz-SignedHeaders=host&X-Amz-Expires=300&X-Amz-Credential=ASIAQ3PHCVTYXI74TSJV%2F20260820%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Signature=c86c57f5afba235101b5472a7a99730e33523aca4dc939aa2fdc58c40f33e938&hash=b6e33cbeff70e5eed76f4ff7f31437b704c253f8fc5cf88099d0342f176e86dc&host=68042c943591013ac2b2430a89b270f6af2c76d8dfd086a07176afe7c76c2c61&pii=S1574954126001925&tid=spdf-2b347bbf-78c3-4d0a-9eb1-1f92cfa7161c&sid=af8a6bd31524d94ea148e797d4296041759cgxrqa&type=client&tsoh=d3d3LnNjaWVuY2VkaXJlY3QuY29t&rh=d3d3LnNjaWVuY2VkaXJlY3QuY29t&ua=0809045202540a0257025f&rr=a2e2dc7c9b0ee4ac&cc=ro)
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